Setup

library(tidyverse)
library(plotly)
library(broom)

Our GitHub Repo: https://github.com/UBC-MDS/DSCI_522_US_social_determinants_of_health_by_county

Load Data

covid_data <- read.csv("US_counties_COVID19_health_weather_data.csv")

Select features

interesting_features <- c(
  "date", "county", "cases", "state", 
  "total_population", "num_deaths", "percent_smokers", 
  "percent_vaccinated", "income_ratio", 
  "population_density_per_sqmi", "percent_fair_or_poor_health",
  "percent_unemployed_CHR", "violent_crime_rate", 
  "chlamydia_rate", "teen_birth_rate"
)

covid_data <- covid_data %>% 
  select(all_of(interesting_features)) %>%
  mutate(date = as.Date(date)) # change date from character to "Date" class


# check the descriptive stats of the data frame 
summary(covid_data)
##       date               county              cases           state          
##  Min.   :2020-01-21   Length:790331      Min.   :     1   Length:790331     
##  1st Qu.:2020-06-01   Class :character   1st Qu.:    29   Class :character  
##  Median :2020-08-03   Mode  :character   Median :   174   Mode  :character  
##  Mean   :2020-08-02                      Mean   :  1586                     
##  3rd Qu.:2020-10-04                      3rd Qu.:   768                     
##  Max.   :2020-12-04                      Max.   :430713                     
##                                                                             
##  total_population     num_deaths    percent_smokers  percent_vaccinated
##  Min.   :      76   Min.   :   32   Min.   : 5.909   Min.   : 4.0      
##  1st Qu.:   12483   1st Qu.:  235   1st Qu.:14.982   1st Qu.:37.0      
##  Median :   27989   Median :  497   Median :17.021   Median :44.0      
##  Mean   :  111577   Mean   : 1425   Mean   :17.488   Mean   :42.2      
##  3rd Qu.:   75216   3rd Qu.: 1171   3rd Qu.:19.760   3rd Qu.:49.0      
##  Max.   :10057155   Max.   :84296   Max.   :41.491   Max.   :66.0      
##  NA's   :17835      NA's   :74408   NA's   :17835    NA's   :20649     
##   income_ratio    population_density_per_sqmi percent_fair_or_poor_health
##  Min.   : 2.543   Min.   :    0.038           Min.   : 8.121             
##  1st Qu.: 4.016   1st Qu.:   19.559           1st Qu.:14.361             
##  Median : 4.406   Median :   47.951           Median :17.260             
##  Mean   : 4.520   Mean   :  240.895           Mean   :17.953             
##  3rd Qu.: 4.874   3rd Qu.:  129.528           3rd Qu.:20.924             
##  Max.   :11.971   Max.   :28069.676           Max.   :40.991             
##  NA's   :18326    NA's   :17835               NA's   :17835              
##  percent_unemployed_CHR violent_crime_rate chlamydia_rate   teen_birth_rate 
##  Min.   : 1.302         Min.   :   0.0     Min.   :  35.8   Min.   :  2.11  
##  1st Qu.: 3.151         1st Qu.: 121.3     1st Qu.: 230.6   1st Qu.: 18.93  
##  Median : 3.885         Median : 209.7     Median : 332.3   Median : 28.15  
##  Mean   : 4.135         Mean   : 256.0     Mean   : 404.6   Mean   : 29.71  
##  3rd Qu.: 4.815         3rd Qu.: 340.6     3rd Qu.: 505.0   3rd Qu.: 38.97  
##  Max.   :19.904         Max.   :1819.5     Max.   :6120.3   Max.   :103.05  
##  NA's   :17835          NA's   :61879      NA's   :45401    NA's   :45172

Exploratory Data Analysis (EDA)

Table of COVID-19 prevalence for every state

library(lemon)
## 
## Attaching package: 'lemon'
## The following object is masked from 'package:purrr':
## 
##     %||%
## The following objects are masked from 'package:ggplot2':
## 
##     CoordCartesian, element_render
knit_print.data.frame <- lemon_print
covid_prevalence_table_state <- covid_data %>%
  
  # The following lines are for calculating daily growth rate
  group_by(state, date) %>%
  summarize(cases = mean(cases), 
            population = mean(total_population)) %>%
  mutate(cases_growth_rate = (cases - lag(cases) / lag(cases))) %>%
  
  # The following lines are for group_by values for each state
  group_by(state) %>%
  summarize(total_cases = max(cases), 
            total_cases_per_capita = total_cases / mean(population),
            mean_cases_growth_rate = mean(cases_growth_rate, na.rm=TRUE)) %>%
  arrange(desc(total_cases)) 

data.frame(covid_prevalence_table_state)
state total_cases total_cases_per_capita mean_cases_growth_rate
Arizona 23670.2667 0.0244360 7497.36122
California 22726.5345 0.0205367 6951.46352
District of Columbia 22480.0000 0.0341118 10817.94853
New Jersey 17032.9524 0.0389308 7922.80914
Massachusetts 16911.9286 0.0321549 6630.38036
Connecticut 15863.1250 0.0343838 5925.86269
Florida 15467.0746 0.0468727 5693.83970
Delaware 12767.6667 0.0402527 4728.38806
New York 11899.0172 0.0235326 6440.54916
Rhode Island 10341.0000 0.0490331 3648.09843
Nevada 9592.0588 0.0383065 2937.64129
Maryland 8729.6667 0.0319275 3422.92093
Illinois 7565.6471 0.0083167 1813.63581
Utah 7208.9655 0.0437701 1659.05838
Pennsylvania 6040.2836 0.0287937 1792.56616
Wisconsin 6003.0139 0.0435742 1132.56702
Texas 5207.5236 0.0161997 1590.72726
Ohio 5192.7614 0.0334205 1210.07664
Michigan 5043.2048 0.0345830 1302.83976
South Carolina 4913.3261 0.0438653 1760.17478
Washington 4686.0513 0.0169303 1292.97031
Hawaii 4593.2500 0.0123169 1455.70482
Tennessee 4040.3053 0.0461387 1180.83330
Indiana 4022.7283 0.0462764 945.21423
Colorado 3952.5000 0.0380719 884.52254
Alabama 3943.2687 0.0504417 1332.25787
Minnesota 3891.4598 0.0479626 816.60573
Louisiana 3855.8281 0.0474682 1580.58791
North Carolina 3841.6500 0.0300252 1222.58620
New Mexico 3179.8485 0.0422813 708.90775
Georgia 2977.0000 0.0316687 1060.92156
Missouri 2824.3162 NA 670.27749
Oklahoma 2711.7403 0.0352858 652.83520
Idaho 2471.3864 0.0530928 621.49654
Iowa 2432.4040 0.0662412 602.09140
New Hampshire 2327.7000 0.0171459 643.56566
Oregon 2262.2500 0.0163299 570.57486
Arkansas 2194.1600 0.0493767 637.40430
Mississippi 1969.7073 0.0516428 699.78773
Virginia 1860.0000 0.0215278 685.28817
Kentucky 1654.2167 0.0327907 377.88190
Kansas 1633.4571 0.0335625 375.12967
Wyoming 1553.7826 0.0579441 241.55746
North Dakota 1546.2075 0.0822969 303.99494
Nebraska 1466.1183 0.0193500 348.50505
Alaska 1290.8519 0.0300537 241.27450
South Dakota 1278.7576 0.0783394 269.97021
Montana 1187.3929 0.0449420 203.62762
Puerto Rico 1093.1538 NA 405.38226
West Virginia 948.5818 0.0263508 194.32922
Maine 802.0625 0.0092608 247.00072
Virgin Islands 537.6667 NA 227.24793
Vermont 339.6429 0.0073269 102.24395
Northern Mariana Islands 53.0000 NA 33.44755

Table of COVID-19 prevalence for every county

covid_prevalence_table_county <- covid_data %>%
  # The following lines are for calculating daily growth rate
  group_by(county, date) %>%
  summarize(cases = mean(cases), 
            population = mean(total_population)) %>%
  mutate(cases_growth_rate = (cases - lag(cases) / lag(cases))) %>%

  # The following lines are for group_by values for each state
  group_by(county) %>%
  summarize(total_cases = max(cases), 
            total_cases_per_capita = total_cases / mean(population),
            mean_cases_growth_rate = mean(cases_growth_rate, na.rm=TRUE)) %>%
  arrange(desc(total_cases)) 

data.frame(covid_prevalence_table_county)
county total_cases total_cases_per_capita mean_cases_growth_rate
Los Angeles 430713.0000 0.0428265 1.401521e+05
New York City 329406.0000 0.0389279 2.007293e+05
Miami-Dade 238812.0000 0.0896301 9.614440e+04
Maricopa 224924.0000 0.0550132 7.265949e+04
Broward 111629.0000 0.0598939 4.326573e+04
Cook 107720.6667 0.0401441 3.324747e+04
Tarrant 107178.0000 0.0550328 3.069119e+04
San Bernardino 100787.0000 0.0478399 3.193346e+04
Harris 98320.0000 0.0413515 3.666543e+04
Riverside 92489.0000 0.0397992 3.388032e+04
San Diego 88244.0000 0.0271240 2.535884e+04
Bexar 85213.0000 0.0458455 2.817482e+04
Salt Lake 85082.0000 0.0778770 2.083995e+04
Milwaukee 76570.0000 0.0801523 2.156919e+04
Philadelphia 72314.0000 0.0463570 2.857862e+04
Hennepin 71192.0000 0.0588721 1.913891e+04
Palm Beach 67734.0000 0.0484244 2.731702e+04
El Paso 59637.0000 0.0798108 1.248031e+04
Westchester 53185.0000 0.0548735 3.215615e+04
Suffolk 52144.5000 0.0478285 2.571497e+04
Utah 51958.0000 0.0920952 1.214540e+04
Oakland 50014.0000 0.0404901 1.574178e+04
DuPage 49311.0000 0.0529933 1.352993e+04
Cuyahoga 44501.0000 0.0353545 1.195233e+04
Kern 43860.0000 0.0503364 1.726071e+04
Prince George’s 43188.0000 0.0481100 2.035671e+04
Oklahoma 42872.0000 0.0560640 1.088397e+04
Pima 42698.0000 0.0425559 1.446069e+04
Gwinnett 42048.0000 0.0480965 1.590556e+04
Will 41826.0000 0.0610262 1.093180e+04
Sacramento 41095.0000 0.0277800 1.122622e+04
Macomb 40931.0000 0.0476106 1.168768e+04
Providence 40206.0000 0.0636832 1.509096e+04
Fresno 40033.0000 0.0415642 1.470475e+04
Travis 39566.0000 0.0344599 1.697494e+04
Denver 38825.0000 0.0585328 1.036825e+04
Santa Clara 37517.0000 0.0199023 1.042777e+04
Bergen 37092.0000 0.0398706 1.883609e+04
Hillsborough 35286.5000 0.0397801 1.310288e+04
Tulsa 35243.0000 0.0559570 9.784502e+03
Pinellas 34152.0000 0.0363494 1.292941e+04
Lubbock 34074.0000 0.1156297 7.962542e+03
Hudson 33588.0000 0.0502419 1.791106e+04
Nassau 33518.5000 0.0460023 2.004530e+04
New Haven 32843.0000 0.0381508 1.250619e+04
Fairfax 32246.0000 0.0284636 1.425393e+04
St. Louis 32073.5000 0.0516503 8.244147e+03
Passaic 31946.0000 0.0629845 1.603860e+04
Cobb 31809.0000 0.0436704 1.143569e+04
Allegheny 31454.0000 0.0255649 8.032857e+03
Wake 31316.0000 0.0313607 1.015832e+04
Alameda 31225.0000 0.0194522 1.149102e+04
Dallas 30932.4000 0.0510348 1.057890e+04
Hartford 30879.0000 0.0344748 1.206423e+04
Baltimore 30697.0000 0.0371785 1.159802e+04
Waukesha 29812.0000 0.0754015 5.854470e+03
Dane 29493.0000 0.0570665 5.774241e+03
Bernalillo 29458.0000 0.0436559 5.559261e+03
Arapahoe 29259.0000 0.0473701 7.615081e+03
Collin 28105.0000 0.0316986 8.146856e+03
San Joaquin 27469.0000 0.0384257 1.057736e+04
Ada 27461.0000 0.0644930 7.970632e+03
Davidson 27354.0000 0.0640481 9.790159e+03
Washoe 26974.0000 0.0613165 6.249588e+03
Contra Costa 25768.0000 0.0232579 8.661652e+03
Baltimore city 25707.0000 0.0413961 1.044047e+04
Denton 25645.0000 0.0339826 7.629466e+03
Greenville 25160.0000 0.0521785 8.922061e+03
Nueces 25117.0000 0.0706194 1.093640e+04
Stanislaus 24964.0000 0.0470521 8.788284e+03
Kansas City 24453.0000 0.0219689 7.096695e+03
King 24224.0000 0.0128614 1.207520e+04
Anoka 23888.0000 0.0700017 4.714175e+03
Duval 23379.0000 0.0457554 8.696313e+03
Mecklenburg 23327.5000 0.0433632 9.011451e+03
Ocean 23308.0000 0.0397635 1.054564e+04
Hidalgo 22760.0000 0.0450758 8.624112e+03
Fort Bend 22501.0000 0.0329079 8.674727e+03
District of Columbia 22480.0000 0.0341118 1.081795e+04
Rockland 22421.0000 0.0694919 1.308128e+04
Tulare 22386.0000 0.0491170 8.880011e+03
Monmouth 22122.0000 0.0352524 9.614978e+03
Ventura 21876.0000 0.0259468 7.101007e+03
New Castle 21753.0000 0.0394078 7.014157e+03
Middlesex 21742.0000 0.0312903 1.001079e+04
Orange 21446.8750 0.0207743 7.226842e+03
Minnehaha 21369.0000 0.1174031 5.696413e+03
East Baton Rouge 20941.0000 0.0470228 9.306202e+03
Webb 20731.0000 0.0779343 7.221253e+03
Mobile 20626.0000 0.0497863 8.281473e+03
Charleston 20459.0000 0.0537443 8.562766e+03
Bucks 19654.0000 0.0313851 6.697243e+03
Elkhart 19114.0000 0.0947927 5.141298e+03
Prince William 18968.0000 0.0427564 8.291419e+03
Multnomah 18813.0000 0.0241752 4.768286e+03
Collier 18548.0000 0.0532627 7.518699e+03
Spokane 18386.0000 0.0378423 4.160074e+03
Pinal 18046.0000 0.0453869 6.205894e+03
Anchorage 17774.0000 0.0593811 3.307165e+03
Anne Arundel 17639.0000 0.0315130 6.747955e+03
Guilford 17597.0000 0.0343816 5.551981e+03
Hampden 17551.0000 0.0374964 7.009898e+03
Norfolk 17480.0000 0.0252887 8.491000e+03
Manatee 17450.0000 0.0493759 6.479601e+03
Volusia 17080.0000 0.0334374 6.017386e+03
Kane 16946.5000 0.0586307 5.020883e+03
Snohomish 16894.0000 0.0222685 4.978981e+03
Imperial 16555.0000 0.0925859 7.526313e+03
Canyon 16409.0000 0.0809194 4.901772e+03
Brevard 16376.0000 0.0292072 5.328645e+03
Fairfield 16371.0000 0.0418029 6.257880e+03
San Francisco 16239.0000 0.0190984 5.726065e+03
Monterey 16218.0000 0.0376987 5.377038e+03
Racine 16074.0000 0.0824845 4.225263e+03
Yakima 15729.0000 0.0635051 7.958790e+03
Honolulu 15724.0000 0.0159311 5.077022e+03
Pasco 15700.0000 0.0321517 5.282528e+03
Ramsey 15563.5000 0.0546401 3.870231e+03
Horry 15464.0000 0.0514749 6.251909e+03
Weld 15389.0000 0.0553432 3.991004e+03
Galveston 15348.0000 0.0488036 6.669350e+03
Essex 15293.6000 0.0429982 6.963164e+03
San Mateo 15217.0000 0.0201617 5.600491e+03
Berks 15136.0000 0.0365518 5.607839e+03
Outagamie 15055.0000 0.0828112 3.259422e+03
Sedgwick 14939.0000 0.0405208 3.254673e+03
McLennan 14937.0000 0.0613696 4.638563e+03
Brazoria 14895.0000 0.0440135 6.038857e+03
Burlington 14691.0000 0.0326296 5.583933e+03
Stearns 14679.0000 0.0955285 3.430097e+03
Doña Ana 14506.0000 0.0678405 2.964660e+03
Sarasota 14384.0000 0.0361397 4.780858e+03
Worcester 14336.0000 0.0319055 6.120533e+03
Tuscaloosa 13897.0000 0.0686370 4.602940e+03
Weber 13831.0000 0.0573120 2.993807e+03
Dakota 13639.0000 0.0571515 3.435730e+03
St. Louis city 13600.0000 0.0430339 4.717805e+03
Spartanburg 13247.0000 0.0450228 3.978701e+03
Alachua 13190.0000 0.0514068 4.269033e+03
Sonoma 13098.0000 0.0263130 3.883457e+03
St. Charles 12900.5000 0.0605036 3.211508e+03
Merced 12891.0000 0.0486451 4.772808e+03
Clark 12602.5000 0.0407665 3.775751e+03
Lehigh 12554.0000 0.0349896 4.706917e+03
Burleigh 12372.0000 0.1366166 2.545412e+03
Sarpy 12312.0000 0.0713905 2.780725e+03
Erie 12303.6667 0.0282378 3.518707e+03
Wyandotte 12096.0000 0.0747696 4.367712e+03
Winnebago 11993.3333 0.0738518 2.750930e+03
Boulder 11950.0000 0.0380621 2.814019e+03
Onondaga 11933.0000 0.0254951 3.482551e+03
Santa Barbara 11917.0000 0.0271214 5.348186e+03
Lexington 11894.0000 0.0428301 4.288525e+03
Durham 11888.0000 0.0403506 5.014783e+03
Randall 11860.0000 0.0922218 2.551722e+03
Kings 11751.0000 0.0782039 4.518444e+03
Bristol 11594.0000 0.0371004 4.364496e+03
Brazos 11531.0000 0.0549367 4.049519e+03
Yellowstone 11466.0000 0.0738104 2.339075e+03
Solano 11418.0000 0.0265785 3.421532e+03
Black Hawk 11350.0000 0.0854534 3.430336e+03
Virginia Beach city 11318.0000 0.0251660 3.865889e+03
Washtenaw 11283.0000 0.0315095 3.270363e+03
Vanderburgh 11180.0000 0.0615327 2.586062e+03
Larimer 11164.0000 0.0343267 2.065348e+03
St. Lucie 11145.0000 0.0380199 4.556783e+03
St. Tammany 11128.0000 0.0451864 4.338511e+03
St. Joseph 11120.0000 0.0647974 2.597881e+03
Kenosha 11036.0000 0.0657312 2.920603e+03
Marathon 10993.0000 0.0812089 1.823031e+03
Calcasieu 10939.0000 0.0554623 4.594219e+03
Rutherford 10936.0000 0.0589183 3.333555e+03
Woodbury 10820.0000 0.1056372 4.085237e+03
Gaston 10809.0000 0.0510453 3.265525e+03
Forsyth 10793.0000 0.0378083 3.450882e+03
Sangamon 10792.0000 0.0543297 1.985698e+03
Luzerne 10758.0000 0.0337329 3.550693e+03
Hinds 10705.0000 0.0437660 4.250095e+03
Williamson 10545.0000 0.0418084 3.037085e+03
Loudoun 10469.0000 0.0288852 4.478271e+03
Tippecanoe 10413.0000 0.0567785 1.944727e+03
Kalamazoo 10125.0000 0.0391524 2.372734e+03
Lancaster 10115.2500 0.0438937 2.771461e+03
Peoria 9949.0000 0.0532550 2.169817e+03
Ingham 9831.0000 0.0345482 2.240112e+03
Sheboygan 9814.0000 0.0851400 1.731959e+03
Ector 9754.0000 0.0636780 3.166304e+03
Tom Green 9745.0000 0.0838179 2.454346e+03
Escambia 9711.5000 0.0541378 3.864148e+03
Muskegon 9683.0000 0.0562481 1.921277e+03
Kent 9621.2000 0.0413682 2.518860e+03
Okaloosa 9604.0000 0.0490506 2.823985e+03
Yuma 9560.5000 0.0902072 4.041425e+03
Dubuque 9547.0000 0.0990774 2.305431e+03
Pueblo 9540.0000 0.0588315 1.225489e+03
Porter 9528.0000 0.0570484 1.917435e+03
Saginaw 9456.0000 0.0484424 2.349771e+03
Fond du Lac 9409.0000 0.0922740 1.734254e+03
Plymouth 9363.0000 0.0330752 4.488557e+03
St. Johns 9339.0000 0.0427684 3.020571e+03
Mahoning 9296.0000 0.0398944 2.506706e+03
Kankakee 9226.0000 0.0827496 2.231015e+03
Davis 9173.0000 0.0457245 1.912255e+03
Rock Island 9110.0000 0.0621690 2.261152e+03
Cameron 8970.6667 0.0576680 3.944415e+03
La Crosse 8884.0000 0.0755841 1.828103e+03
Lucas 8815.0000 0.0323605 2.636968e+03
Genesee 8763.5000 0.0370159 2.207710e+03
Henrico 8710.0000 0.0270563 3.563469e+03
Dauphin 8618.0000 0.0316883 2.789463e+03
Shawnee 8568.0000 0.0479820 1.928087e+03
Hays 8559.0000 0.0460939 3.561208e+03
Navajo 8519.0000 0.0787273 4.014935e+03
Atlantic 8490.0000 0.0309825 3.223460e+03
Cache 8416.0000 0.0708274 2.077111e+03
Whitfield 8387.0000 0.0809142 2.777187e+03
Pitt 8383.0000 0.0478618 2.638185e+03
Lorain 8368.0000 0.0275181 1.800887e+03
Kootenai 8338.0000 0.0564462 1.873888e+03
Grand Forks 8313.0000 0.1191094 1.819558e+03
Eau Claire 8195.0000 0.0804165 1.462146e+03
Caddo 8181.0000 0.0552891 3.019375e+03
Bonneville 8144.0000 0.0747231 1.837008e+03
Shelby 8050.5556 0.0437244 2.758548e+03
Leon 8043.0000 0.0512326 2.721251e+03
Marin 7966.0000 0.0307143 3.557840e+03
Lake 7963.0833 0.0418938 2.332354e+03
Coconino 7897.0000 0.0571981 2.807490e+03
Santa Rosa 7884.0000 0.0481016 2.775741e+03
McHenry 7817.0000 0.0472552 1.866316e+03
Dutchess 7798.0000 0.0263531 4.139895e+03
Craighead 7613.0000 0.0739960 1.884688e+03
Robeson 7607.0000 0.0565257 2.817595e+03
Hendricks 7604.0000 0.0488008 2.026945e+03
Muscogee 7591.0000 0.0378976 3.515958e+03
Montgomery 7569.2222 0.0320901 2.570681e+03
Alamance 7517.0000 0.0480713 2.459973e+03
Hamilton 7515.5000 0.0441129 1.980710e+03
Canadian 7479.0000 0.0577212 1.598996e+03
McKinley 7457.0000 0.1003013 3.327212e+03
Cabarrus 7409.0000 0.0385291 2.388566e+03
Catawba 7381.0000 0.0474781 2.083527e+03
Sebastian 7361.0000 0.0578009 2.158842e+03
New Hanover 7339.0000 0.0339093 2.410165e+03
Clermont 7315.0000 0.0363764 1.335977e+03
DeKalb 7298.5000 0.0381599 2.486003e+03
Placer 7270.0000 0.0196184 1.986632e+03
Flathead 7263.0000 0.0766981 1.148077e+03
Olmsted 7232.0000 0.0481799 1.802679e+03
Twin Falls 7114.0000 0.0878760 1.773050e+03
Story 7076.0000 0.0746146 1.924221e+03
Tangipahoa 7052.0000 0.0554773 2.800714e+03
Etowah 7048.0000 0.0681869 2.133287e+03
Summit 7014.6667 0.0346292 1.684080e+03
Clackamas 7012.0000 0.0177534 1.632794e+03
Trumbull 6980.0000 0.0340641 1.488270e+03
Mohave 6940.0000 0.0340816 2.472083e+03
Bay 6933.5000 0.0491210 2.026000e+03
Pottawattamie 6926.0000 0.0743149 1.524093e+03
Richmond city 6896.0000 0.0318121 2.920448e+03
Vigo 6863.0000 0.0634881 1.311985e+03
Chesapeake city 6841.0000 0.0293361 2.545522e+03
Chatham 6836.5000 0.0401598 2.735104e+03
Jefferson 6806.1923 0.0430864 1.999495e+03
Osceola 6805.6667 0.0533706 2.419247e+03
Bossier 6734.0000 0.0539929 2.069906e+03
Norfolk city 6728.0000 0.0273803 2.782865e+03
Licking 6696.0000 0.0394435 1.427578e+03
DeSoto 6668.0000 0.0640856 2.210594e+03
Aiken 6665.0000 0.0403582 2.077108e+03
Centre 6657.0000 0.0418211 1.429533e+03
New London 6648.0000 0.0244382 1.834317e+03
Polk 6598.2500 0.0526744 2.034422e+03
Rapides 6562.0000 0.0495720 2.636961e+03
San Luis Obispo 6540.0000 0.0234678 2.035260e+03
Madera 6537.0000 0.0426235 2.238831e+03
Arlington 6535.0000 0.0289042 2.806884e+03
St. Clair 6531.0000 0.0483710 1.720434e+03
Cole 6529.0000 0.0852316 1.188893e+03
Bayamon 6527.0000 NA 2.457019e+03
Douglas 6483.2500 0.0406665 1.490292e+03
Mesa 6471.0000 0.0436740 7.684491e+02
Harford 6409.0000 0.0256590 1.933159e+03
Maury 6396.0000 0.0745741 1.531730e+03
Camden 6369.7500 0.0348167 2.261761e+03
Yavapai 6342.0000 0.0290138 1.648765e+03
Champaign 6339.0000 0.0513505 1.550895e+03
Delaware 6330.0000 0.0356533 2.007240e+03
Rankin 6303.0000 0.0426080 2.038293e+03
Sherburne 6272.0000 0.0687810 1.057238e+03
Cleveland 6253.6667 0.0493106 1.668443e+03
Hall 6194.0000 0.0635731 2.542855e+03
Kenton 6165.0000 0.0377311 1.517077e+03
Baldwin 6114.0000 0.0490370 2.107570e+03
Fulton 6112.5000 0.0278136 2.149881e+03
Ascension 6074.0000 0.0519105 2.349342e+03
Cape Girardeau 6074.0000 0.0777830 1.246761e+03
Clayton 6071.0000 0.0406786 2.286390e+03
Allen 6050.6000 0.0522340 1.462786e+03
Kanawha 6023.0000 0.0317608 1.523514e+03
Iredell 6002.0000 0.0358343 1.806424e+03
Buncombe 5934.0000 0.0237254 1.882841e+03
Wayne 5930.6250 0.0314746 2.195603e+03
Lebanon 5891.0000 0.0430157 1.738219e+03
Orleans 5857.6667 0.0360052 3.205514e+03
Sumner 5807.0000 0.0578234 1.697692e+03
Manitowoc 5787.0000 0.0721769 1.130365e+03
Chesterfield 5773.0000 0.0297068 2.258236e+03
Broome 5768.0000 0.0292227 1.455913e+03
Onslow 5767.0000 0.0310463 1.335749e+03
Ouachita 5764.0000 0.0615725 2.093422e+03
Coweta 5750.0000 0.0423963 1.718796e+03
Santa Fe 5713.0000 0.0387795 9.003993e+02
Sandoval 5706.0000 0.0413128 1.204943e+03
Apache 5702.0000 0.0788157 2.535477e+03
Laramie 5682.0000 0.0589059 8.393817e+02
Midland 5666.5000 0.0474537 1.459483e+03
Ozaukee 5639.0000 0.0643538 1.130969e+03
Lackawanna 5588.0000 0.0262340 2.084751e+03
Kaufman 5579.0000 0.0498882 1.832587e+03
Marion 5562.5294 0.0363109 1.747547e+03
Reno 5541.0000 0.0868454 9.026873e+02
York 5540.8000 0.0284175 1.531498e+03
Alexandria city 5513.0000 0.0363959 2.596431e+03
Bartow 5503.0000 0.0539817 1.803500e+03
Shasta 5490.0000 0.0306314 8.071963e+02
Berkeley 5486.5000 0.0353259 1.968375e+03
Westmoreland 5455.0000 0.0275122 1.082437e+03
Gregg 5426.0000 0.0440126 1.538657e+03
Natrona 5394.0000 0.0666988 7.049768e+02
Cascade 5386.0000 0.0656437 7.630000e+02
LaPorte 5384.0000 0.0485076 1.198158e+03
Chester 5381.3333 0.0271087 1.872197e+03
Chaves 5375.0000 0.0819235 9.050078e+02
St. Landry 5332.0000 0.0637045 1.949642e+03
Stark 5314.0000 0.0348219 1.038905e+03
Carolina 5285.0000 NA 1.931948e+03
St. Francois 5282.0000 0.0797524 1.231742e+03
Hernando 5249.0000 0.0296894 1.751812e+03
Kosciusko 5234.0000 0.0667083 1.103151e+03
Bell 5213.5000 0.0240542 1.749961e+03
Cambria 5209.0000 0.0378116 6.136836e+02
Faulkner 5208.0000 0.0432497 1.466261e+03
Gloucester 5199.0000 0.0313942 1.754036e+03
Carver 5192.0000 0.0534470 9.763542e+02
Indian River 5167.0000 0.0355506 1.905808e+03
Yolo 5167.0000 0.0246434 1.555586e+03
Victoria 5152.0000 0.0566222 2.345384e+03
Johnson 5146.2500 0.0454280 1.278730e+03
Seminole 5096.0000 0.0294635 1.903391e+03
Missoula 5062.0000 0.0447565 8.029283e+02
Maverick 5059.0000 0.0890199 1.986228e+03
Morris 5038.0000 0.0276975 2.349916e+03
Citrus 5015.0000 0.0357059 1.492390e+03
Lafourche 5001.0000 0.0511936 2.204913e+03
Pennington 4943.0000 0.0749143 9.783359e+02
Litchfield 4931.0000 0.0266338 1.604682e+03
Finney 4929.0000 0.1332775 1.876092e+03
Comal 4928.0000 0.0396671 1.932439e+03
Bannock 4908.0000 0.0585575 9.391020e+02
Cullman 4906.0000 0.0603325 1.275398e+03
Frederick 4885.0000 0.0294917 1.784791e+03
Pierce 4874.2000 0.0240672 1.358338e+03
Lea 4813.0000 0.0698245 9.891279e+02
Lee 4807.1667 0.0406301 1.679311e+03
Sussex 4805.6667 0.0381513 2.261846e+03
Albany 4793.0000 0.0267148 1.447914e+03
Portage 4790.0000 0.0409819 9.982062e+02
Terrebonne 4743.0000 0.0419367 2.148346e+03
Blair 4725.0000 0.0375247 6.469763e+02
Potter 4706.0000 0.0815323 1.553250e+03
Blount 4703.5000 0.0507902 1.223772e+03
Ottawa 4677.2500 0.0482214 9.129504e+02
Nash 4615.0000 0.0488955 1.436175e+03
Bibb 4601.0000 0.0504736 1.838763e+03
Charles 4595.0000 0.0297687 1.848135e+03
Beaufort 4585.5000 0.0401191 1.787764e+03
Umatilla 4576.0000 0.0597529 1.661160e+03
Santa Cruz 4552.5000 0.0278150 1.543472e+03
Starr 4515.0000 0.0716576 1.969345e+03
Kandiyohi 4504.0000 0.1059515 9.681028e+02
Muskogee 4495.0000 0.0642703 1.025759e+03
Parker 4487.0000 0.0363023 1.192216e+03
Schuylkill 4487.0000 0.0308379 1.109903e+03
Niagara 4479.0000 0.0209913 1.418116e+03
Matanuska-Susitna Borough 4469.0000 0.0452883 5.894648e+02
Payne 4468.0000 0.0558828 1.172761e+03
Richmond 4465.6667 0.0479473 1.605281e+03
Pickaway 4452.0000 0.0783748 2.304543e+03
Johnston 4431.5000 0.0413668 1.442676e+03
Allegan 4429.0000 0.0389650 7.670930e+02
Glynn 4425.0000 0.0535565 1.927704e+03
Rogers 4399.0000 0.0488941 1.143960e+03
Calumet 4398.0000 0.0885747 9.269692e+02
Richland 4364.2857 0.0457210 1.443899e+03
Blue Earth 4362.0000 0.0665710 1.051574e+03
Tazewell 4340.0000 0.0482614 7.514704e+02
Linn 4321.7500 0.0470278 9.215410e+02
Waupaca 4280.0000 0.0823489 9.613532e+02
Harnett 4247.0000 0.0335413 1.333936e+03
Roanoke city 4234.0000 0.0426260 1.201063e+03
Columbiana 4233.0000 0.0402262 1.424988e+03
Acadia 4197.0000 0.0672898 1.812027e+03
Cochise 4194.0000 0.0327204 1.236934e+03
Newport News city 4179.0000 0.0230114 1.572274e+03
Ionia 4166.0000 0.0649658 5.674585e+02
Tuscarawas 4154.0000 0.0448698 8.364113e+02
San Juan 4152.0000 NA 1.463807e+03
Ward 4140.5000 0.0862875 6.187593e+02
Lenawee 4110.0000 0.0416527 1.193492e+03
Berrien 4102.5000 0.0458762 9.725795e+02
Whiteside 4080.0000 0.0713848 7.321288e+02
Garland 4078.0000 0.0419897 1.112337e+03
Butler 4075.3750 0.0418370 9.005780e+02
Forrest 4055.0000 0.0531636 1.528619e+03
Troup 4052.0000 0.0584586 1.802627e+03
Adams 4019.8333 0.0507576 9.330158e+02
Leavenworth 4001.0000 0.0507838 1.527379e+03
Walworth 3976.0000 0.0676634 9.337192e+02
Chelan 3970.0000 0.0531026 1.139935e+03
Shawano 3968.0000 0.0958825 8.251516e+02
Wichita 3964.0000 0.0402793 8.097682e+02
Highlands 3949.0000 0.0399446 1.277496e+03
Franklin 3944.6000 0.0393700 1.180905e+03
Orangeburg 3937.0000 0.0438756 1.750367e+03
Bartholomew 3933.0000 0.0490381 9.374487e+02
Sutter 3915.0000 0.0410352 9.720591e+02
Riley 3905.0000 0.0520486 9.338687e+02
Crow Wing 3895.0000 0.0615120 5.809879e+02
Dougherty 3889.0000 0.0421225 2.353508e+03
Angelina 3879.0000 0.0442520 1.492277e+03
Iberia 3862.0000 0.0523313 1.730169e+03
Talladega 3861.0000 0.0476331 1.214318e+03
Sauk 3855.0000 0.0608841 7.726077e+02
Brown 3839.0000 0.0671325 9.774213e+02
Bulloch 3830.0000 0.0523646 1.502717e+03
Barron 3827.0000 0.0840213 5.892449e+02
Sampson 3817.0000 0.0599093 1.379981e+03
Rockingham 3784.6667 0.0228197 1.118032e+03
LaSalle 3768.5000 0.0580555 7.546437e+02
Rock 3759.6667 0.0505772 8.553636e+02
Cerro Gordo 3755.0000 0.0867145 7.666420e+02
Hamblen 3752.0000 0.0593643 1.154514e+03
Walker 3749.6667 0.0552790 1.555492e+03
Northampton 3748.0000 0.0311135 1.407632e+03
Warrick 3729.0000 0.0607062 8.894275e+02
Medina 3709.0000 0.0329824 8.885947e+02
Walton 3704.0000 0.0500625 1.165404e+03
Ulster 3697.0000 0.0204814 1.796738e+03
Kendall 3679.0000 0.0452342 9.210747e+02
Barrow 3673.0000 0.0500818 1.307171e+03
Florence 3670.0000 0.0485124 1.456189e+03
Gordon 3662.0000 0.0653007 1.126628e+03
Cass 3655.2222 0.0679595 9.158268e+02
Cumberland 3651.5000 0.0259720 1.248550e+03
Valencia 3637.0000 0.0478597 5.745675e+02
Scotts Bluff 3601.0000 0.0983907 5.539760e+02
Wright 3592.3333 0.0622314 6.644774e+02
Dodge 3571.7500 0.0859745 7.943440e+02
Wicomico 3570.0000 0.0351631 1.399365e+03
Dorchester 3569.5000 0.0382278 1.368673e+03
Fairbanks North Star Borough 3561.0000 0.0355567 8.218403e+02
Ellis 3560.0000 0.0435701 1.023289e+03
Wood 3545.7500 0.0424888 6.709883e+02
Eaton 3531.0000 0.0325306 6.424692e+02
Harrisonburg city 3529.0000 0.0678928 1.443853e+03
Gratiot 3526.0000 0.0846050 3.016984e+02
Vermilion 3525.5000 0.0508501 9.136897e+02
Washington 3523.9355 0.0326792 8.510951e+02
McLean 3519.6667 0.0515280 7.297362e+02
Madison 3518.2000 0.0485529 9.583967e+02
Wilson 3500.7500 0.0511813 1.041959e+03
Rowan 3495.5000 0.0404864 1.156813e+03
Rockwall 3493.0000 0.0396887 9.844427e+02
Monongalia 3490.0000 0.0339405 1.063585e+03
Coles 3489.0000 0.0660770 9.283776e+02
Colbert 3479.0000 0.0639793 1.075000e+03
Duplin 3479.0000 0.0588454 1.645299e+03
Lauderdale 3473.3333 0.0515058 1.061344e+03
Oconto 3468.0000 0.0925417 7.651290e+02
Boone 3466.0000 0.0522876 7.917975e+02
Otter Tail 3464.0000 0.0600409 4.805240e+02
Lafayette 3461.8333 0.0551015 1.265124e+03
Pulaski 3461.1429 0.0367682 9.811191e+02
Pettis 3439.0000 0.0815064 7.941865e+02
Joplin 3407.0000 NA 1.362056e+03
Gadsden 3393.0000 0.0735163 1.503496e+03
Val Verde 3393.0000 0.0694405 1.268929e+03
Napa 3389.0000 0.0240657 9.205461e+02
Lowndes 3385.6667 0.0530340 1.258137e+03
Caguas 3381.0000 NA 1.138023e+03
Chisago 3381.0000 0.0625636 5.129189e+02
Somerset 3375.0000 0.0267079 1.364936e+03
Barnstable 3372.0000 0.0157054 1.506691e+03
Suwannee 3366.0000 0.0771081 1.487036e+03
Benton 3365.5556 0.0460103 9.930329e+02
Craven 3347.0000 0.0321240 9.382000e+02
Knox 3342.6667 0.0366066 8.070917e+02
Dyer 3335.0000 0.0878325 8.935462e+02
Marinette 3318.0000 0.0807496 7.241865e+02
Chemung 3310.0000 0.0377242 5.941412e+02
Branch 3292.0000 0.0754994 1.254181e+03
Spotsylvania 3292.0000 0.0254836 1.315755e+03
Lewis and Clark 3272.0000 0.0495840 3.902932e+02
Fayette 3263.8182 0.0410836 8.031875e+02
Portsmouth city 3256.0000 0.0338916 1.421907e+03
Muskingum 3253.0000 0.0378295 4.607115e+02
Christian 3237.3333 0.0511160 7.097244e+02
Gila 3226.0000 0.0606630 8.922988e+02
Tolland 3225.0000 0.0212606 1.105650e+03
Smith 3208.5000 0.0448129 9.057083e+02
Lapeer 3200.0000 0.0362360 8.081294e+02
Anderson 3195.0000 0.0414875 1.008077e+03
Paulding 3194.0000 0.0356295 9.120494e+02
McCracken 3192.0000 0.0488881 5.753020e+02
Buena Vista 3188.0000 0.1559305 1.570676e+03
Union 3182.1111 0.0367103 1.302447e+03
Cabell 3177.0000 0.0328804 6.354680e+02
Tooele 3175.0000 0.0512212 6.846350e+02
Bradley 3173.0000 0.0560326 9.596609e+02
Nobles 3171.0000 0.1459340 1.765038e+03
Bullitt 3145.0000 0.0404621 6.624683e+02
Pickens 3144.6667 0.0549064 9.169389e+02
Mercer 3137.5000 0.0338146 1.172831e+03
Darlington 3135.0000 0.0463148 1.185772e+03
Stanly 3128.0000 0.0516086 1.083931e+03
Muscatine 3116.0000 0.0725512 9.242731e+02
Ogle 3097.0000 0.0595188 6.701734e+02
Dickson 3078.0000 0.0604406 8.000502e+02
Roanoke 3074.0000 0.0328226 6.845236e+02
Des Moines 3063.0000 0.0763574 6.138696e+02
Taney 3042.0000 0.0564871 7.483320e+02
Elko 3041.0000 0.0584482 6.501115e+02
Guaynabo 3041.0000 NA 1.212108e+03
Kershaw 3033.0000 0.0480742 1.184022e+03
Monroe 3031.5882 0.0285813 7.956756e+02
Callaway 3019.0000 0.0675497 5.309023e+02
Winona 3006.0000 0.0587741 5.979567e+02
Hot Spring 3004.0000 0.0898325 1.171004e+03
Bingham 2979.0000 0.0658183 6.174363e+02
Wagoner 2977.0000 0.0390734 9.080902e+02
Autauga 2945.0000 0.0534978 1.071698e+03
Jackson 2941.9167 0.0359862 7.524186e+02
Coffee 2937.6667 0.0598329 9.616498e+02
Rockdale 2911.0000 0.0332424 1.136338e+03
Lonoke 2910.0000 0.0408255 7.348103e+02
Scott 2900.0000 0.0582102 6.495269e+02
Hampton city 2882.0000 0.0210689 1.080593e+03
Hunt 2881.0000 0.0323461 1.017579e+03
St. Martin 2879.0000 0.0539290 1.286660e+03
Lynchburg city 2861.0000 0.0363279 8.271897e+02
Darke 2859.0000 0.0547859 5.904427e+02
Gibson 2856.5000 0.0685689 6.661265e+02
Creek 2856.0000 0.0402645 7.307047e+02
Dubois 2849.0000 0.0672807 7.291328e+02
Kenai Peninsula Borough 2843.0000 0.0493260 5.158199e+02
McMinn 2842.0000 0.0540243 7.317938e+02
Navarro 2842.0000 0.0589908 9.612659e+02
Livingston 2841.1667 0.0369163 7.180950e+02
Georgetown 2839.0000 0.0466910 1.147375e+03
Flagler 2838.0000 0.0275756 1.005759e+03
Suffolk city 2836.0000 0.0325749 1.145407e+03
Columbus 2833.0000 0.0496887 9.449240e+02
Ross 2830.0000 0.0366614 6.640402e+02
Codington 2827.0000 0.1013770 5.647891e+02
Charlotte 2821.0000 0.0284923 9.376158e+02
Schenectady 2819.0000 0.0182053 1.006966e+03
Chippewa 2812.3333 0.0709825 3.461120e+02
Oneida 2803.0000 0.0252659 8.114955e+02
Obion 2798.0000 0.0905502 7.496400e+02
Indiana 2797.0000 0.0319690 5.322925e+02
Miami 2793.0000 0.0477906 5.757254e+02
Mower 2791.0000 0.0711119 9.371962e+02
Ford 2788.5000 0.1130006 1.113385e+03
Carson City 2786.0000 0.0512019 4.256929e+02
Gallatin 2782.3333 0.0649691 5.042155e+02
Cherokee 2772.5000 0.0408709 8.198009e+02
Buchanan 2772.0000 0.0619878 6.964608e+02
Ashtabula 2767.0000 0.0279002 5.947799e+02
El Dorado 2740.0000 0.0149727 6.903450e+02
Limestone 2727.5000 0.0467327 7.921692e+02
St. Croix 2726.5000 NA 5.622471e+02
Tift 2721.0000 0.0668698 1.111382e+03
Hale 2718.5000 0.1075459 8.408268e+02
Hunterdon 2707.0000 0.0215340 1.147251e+03
Wapello 2698.0000 0.0765564 9.367695e+02
Sevier 2697.0000 0.0586588 8.421882e+02
Auglaize 2696.0000 0.0587735 5.132032e+02
Laurel 2694.0000 0.0449374 6.095118e+02
Isabella 2693.0000 0.0381585 5.134667e+02
Elmore 2688.0000 0.0486284 9.052970e+02
Deschutes 2685.0000 0.0157189 5.797425e+02
Kitsap 2682.0000 0.0104160 7.297860e+02
Stutsman 2681.0000 0.1270135 4.644333e+02
Colquitt 2678.0000 0.0582149 1.317741e+03
Toa Baja 2674.0000 NA 9.515822e+02
Laurens 2673.5000 0.0470681 9.750019e+02
Ware 2670.0000 0.0748507 1.069465e+03
Effingham 2656.5000 0.0581015 6.611192e+02
Edgecombe 2637.0000 0.0482357 8.707610e+02
Geauga 2631.0000 0.0279834 5.894335e+02
McClain 2628.0000 0.0706034 5.990115e+02
Oktibbeha 2627.0000 0.0531523 1.025603e+03
Greene 2626.7143 0.0422017 5.919537e+02
Granville 2622.0000 0.0449427 1.115634e+03
Coryell 2618.0000 0.0345793 9.499213e+02
Stephenson 2614.0000 0.0564786 5.366342e+02
Whatcom 2605.0000 0.0124208 8.945465e+02
Lycoming 2600.0000 0.0223535 5.085709e+02
Dearborn 2596.0000 0.0523894 5.724157e+02
Le Flore 2590.0000 0.0519194 6.501833e+02
Trempealeau 2586.0000 0.0875987 5.177642e+02
Hanover 2583.0000 0.0252742 7.776854e+02
Saratoga 2581.0000 0.0114747 7.674926e+02
Hendry 2576.0000 0.0671253 1.329745e+03
Bowie 2575.0000 0.0275451 8.678517e+02
Marquette 2559.0000 0.0612742 4.089764e+02
Bolivar 2546.0000 0.0757400 9.853372e+02
Brookings 2546.0000 0.0761477 5.231569e+02
Spalding 2543.0000 0.0397307 9.110811e+02
Houston 2541.6000 0.0398292 8.126527e+02
Oconee 2537.5000 0.0461444 7.367317e+02
Scioto 2528.0000 0.0326759 4.375992e+02
Morrison 2515.0000 0.0765601 3.789083e+02
Allegany 2513.5000 0.0421987 3.211597e+02
Malheur 2510.0000 0.0823653 8.793669e+02
Columbia 2509.6250 0.0433710 7.826385e+02
Habersham 2503.0000 0.0572454 1.074456e+03
Montcalm 2503.0000 0.0397794 3.299700e+02
Saline 2499.4000 0.0488289 6.203467e+02
Eagle 2498.0000 0.0472265 9.451758e+02
Howard 2485.7143 0.0329916 7.608556e+02
Box Elder 2482.0000 0.0481680 4.653372e+02
Nez Perce 2481.0000 0.0620328 4.215394e+02
Sumter 2474.2500 0.0366868 1.057457e+03
Dale 2473.0000 0.0498518 8.664777e+02
Loudon 2469.0000 0.0487588 7.552529e+02
Davison 2468.0000 0.1244956 3.626840e+02
Macoupin 2467.0000 0.0530743 4.226220e+02
Toa Alta 2466.0000 NA 8.854742e+02
Rice 2457.5000 0.0594711 5.652682e+02
Guadalupe 2454.0000 0.0297047 8.782008e+02
Henry 2452.2000 0.0460986 6.505295e+02
St. Mary 2441.0000 0.0460106 1.145043e+03
Warren 2438.0000 0.0401584 7.044594e+02
Whitman 2429.0000 0.0511433 6.276070e+02
Bastrop 2427.0000 0.0310017 1.054911e+03
Lassen 2422.0000 0.0758178 6.487026e+02
Walla Walla 2416.0000 0.0403953 5.612419e+02
Wasatch 2413.0000 0.0865030 6.198631e+02
Lane 2403.5000 0.0106362 4.780534e+02
Yuba 2403.0000 0.0325182 6.343915e+02
McLeod 2401.0000 0.0668318 3.806311e+02
Silver Bow 2387.0000 0.0690683 2.716241e+02
Manassas city 2355.0000 0.0572310 1.383350e+03
Chilton 2354.0000 0.0537234 8.634646e+02
Beadle 2351.0000 0.1294960 6.367212e+02
McCurtain 2351.0000 0.0710895 8.409347e+02
Beltrami 2345.0000 0.0513759 4.005476e+02
Neshoba 2333.0000 0.0791545 1.131698e+03
Clarke 2326.4000 0.0553833 7.830578e+02
Lenoir 2324.0000 0.0398334 6.953701e+02
Pottawatomie 2298.0000 0.0487479 5.218353e+02
Tipton 2296.5000 0.0593720 6.858996e+02
St. Mary’s 2295.0000 0.0207364 8.797160e+02
Culpeper 2294.0000 0.0468622 9.096265e+02
Cecil 2290.0000 0.0224125 7.386420e+02
Weakley 2278.0000 0.0669527 6.569402e+02
Shiawassee 2271.0000 0.0330087 4.762885e+02
Bureau 2263.0000 0.0669091 4.349643e+02
Goodhue 2263.0000 0.0487191 3.536890e+02
Bryan 2256.5000 0.0574229 6.373686e+02
Athens 2256.0000 0.0346528 5.047708e+02
Merrimack 2253.0000 0.0152523 5.286360e+02
Catoosa 2248.0000 0.0342448 7.016992e+02
Becker 2247.0000 0.0673258 3.369705e+02
Williams 2246.0000 0.0652264 4.601129e+02
Cassia 2240.0000 0.0955591 5.882745e+02
Bedford 2224.6667 0.0385567 5.575824e+02
Cibola 2223.0000 0.0812114 5.563765e+02
Avoyelles 2220.0000 0.0538156 8.692364e+02
East Feliciana 2206.0000 0.1116623 8.621897e+02
Broomfield 2200.0000 0.0352287 5.418687e+02
Putnam 2196.7778 0.0440895 6.968079e+02
Independence 2196.0000 0.0593033 6.063654e+02
Morton 2181.5000 0.1261165 4.452739e+02
Mississippi 2180.5000 0.0717893 6.361280e+02
Newberry 2179.0000 0.0577219 7.529264e+02
Grand Traverse 2165.0000 0.0238660 3.741790e+02
Leflore 2164.0000 0.0709508 8.487481e+02
Natchitoches 2163.0000 0.0550971 7.241523e+02
Skagit 2163.0000 0.0179539 7.765316e+02
Hawkins 2159.0000 0.0381671 5.332559e+02
Barren 2155.0000 0.0497840 5.221290e+02
St. Francis 2150.0000 0.0795619 1.058321e+03
Iberville 2133.0000 0.0643264 9.815077e+02
Henderson 2131.0000 0.0380237 6.315544e+02
Pontotoc 2120.5000 0.0614224 5.418677e+02
Jim Wells 2118.0000 0.0510534 7.787561e+02
Deaf Smith 2114.0000 0.1110352 6.700853e+02
Itasca 2106.0000 0.0464327 3.473213e+02
Floyd 2104.5000 0.0453391 5.415527e+02
St. John the Baptist 2094.0000 0.0477124 1.166970e+03
Nodaway 2090.0000 0.0907670 4.732623e+02
Grayson 2086.6667 0.0359195 5.794163e+02
Okeechobee 2084.0000 0.0528666 8.874413e+02
Hoke 2081.0000 0.0401327 7.281877e+02
Sweetwater 2077.0000 0.0463492 3.165333e+02
Isanti 2069.0000 0.0537948 3.055880e+02
Evangeline 2067.0000 0.0612172 7.237403e+02
Trujillo Alto 2065.0000 NA 7.665164e+02
Bee 2059.0000 0.0629548 9.289708e+02
Taylor 2059.0000 0.0599853 5.155516e+02
Carlton 2056.0000 0.0579449 3.028347e+02
Mifflin 2054.0000 0.0440914 2.539920e+02
San Benito 2051.0000 0.0353310 6.950940e+02
Clearfield 2047.0000 0.0252187 2.676392e+02
Chattahoochee 2042.0000 0.1718566 8.559444e+02
Bremer 2041.0000 0.0827555 4.056057e+02
Daviess 2037.0000 0.0402136 4.947179e+02
Belmont 2033.0000 0.0293667 5.861283e+02
Kay 2032.0000 0.0447597 3.914697e+02
Nacogdoches 2032.0000 0.0309964 9.450830e+02
Chambers 2029.5000 0.0563653 7.935404e+02
Juneau 2023.0000 0.0766317 3.516102e+02
Luna 2021.0000 0.0820644 4.208403e+02
Woodward 2016.0000 0.0954952 4.376585e+02
Graves 2014.0000 0.0538805 5.433952e+02
Yankton 2003.0000 0.0884366 3.473625e+02
Seward 1991.5000 0.0989609 7.554239e+02
Jerome 1991.0000 0.0877324 5.739880e+02
Pittsburg 1988.0000 0.0445311 5.294722e+02
Watauga 1987.0000 0.0376718 4.901439e+02
Grady 1984.5000 0.0493506 5.527173e+02
Sunflower 1981.0000 0.0722360 8.239689e+02
Albemarle 1979.0000 0.0189765 7.777326e+02
Thurston 1975.5000 0.0124763 5.040578e+02
Harvey 1975.0000 0.0567301 3.283532e+02
Jessamine 1968.0000 0.0385769 4.397198e+02
Rensselaer 1968.0000 0.0123032 7.015000e+02
Pender 1966.0000 0.0348841 6.624815e+02
Barry 1964.5000 0.0411075 3.505911e+02
Laclede 1952.0000 0.0549782 5.254689e+02
Marshall 1947.2500 0.0615360 5.579125e+02
Fremont 1945.5000 0.0680699 3.164956e+02
Comanche 1940.3333 0.0366121 4.544769e+02
Macon 1936.3333 0.0545800 5.052453e+02
Sandusky 1936.0000 0.0323367 4.186367e+02
Trousdale 1929.0000 0.2420326 1.391127e+03
Tallapoosa 1926.0000 0.0470238 8.187773e+02
St. Bernard 1921.0000 0.0435690 9.404924e+02
Burke 1914.6667 0.0498321 6.620013e+02
Campbell 1912.8000 0.0372882 3.549797e+02
Tuscola 1911.0000 0.0353797 4.220078e+02
Sullivan 1910.6667 0.0331403 5.379366e+02
Van Zandt 1905.0000 0.0358960 4.371423e+02
Vance 1891.0000 0.0424867 7.013984e+02
Charlottesville city 1890.0000 0.0415038 6.492099e+02
Rhea 1888.0000 0.0581621 6.166710e+02
Harrison 1885.2500 0.0350745 5.108269e+02
Oswego 1883.0000 0.0156249 3.555938e+02
San Patricio 1883.0000 0.0282283 7.734449e+02
Okmulgee 1882.0000 0.0478612 5.245692e+02
Hillsdale 1881.0000 0.0408700 3.565961e+02
Sequoyah 1881.0000 0.0454963 5.082372e+02
Calloway 1876.0000 0.0489792 4.081158e+02
Carteret 1874.0000 0.0273429 4.598803e+02
Huntingdon 1874.0000 0.0408778 4.490558e+02
Hood 1872.0000 0.0345279 5.436746e+02
Tate 1872.0000 0.0660597 6.190739e+02
Iroquois 1869.0000 0.0648643 3.497897e+02
Waushara 1867.0000 0.0770278 3.798347e+02
Covington 1862.0000 0.0649867 6.889921e+02
Crittenden 1861.0000 0.0611330 6.556673e+02
Brunswick 1856.5000 0.0260934 6.184736e+02
Pittsylvania 1855.0000 0.0297314 5.684269e+02
Yamhill 1853.0000 0.0181281 4.770606e+02
Lamar 1845.2500 0.0525430 5.851918e+02
Steuben 1842.0000 0.0274101 4.028314e+02
Stafford 1841.5000 0.0244729 6.793935e+02
Tehama 1832.0000 0.0290724 3.980735e+02
Preble 1830.0000 0.0440317 3.494538e+02
Titus 1828.0000 0.0560874 1.022665e+03
Clinton 1826.4444 0.0415677 3.776821e+02
Latah 1820.0000 0.0471588 3.581984e+02
Newaygo 1808.0000 0.0377004 3.433164e+02
Kewaunee 1807.0000 0.0883230 4.076033e+02
Minidoka 1807.0000 0.0888791 5.252209e+02
Hardin 1805.0000 0.0430203 4.590058e+02
Berkshire 1803.0000 0.0140243 6.181912e+02
Hardee 1799.0000 0.0658926 8.154696e+02
Platte 1791.3333 0.0358679 4.906673e+02
Eddy 1783.5000 0.0588179 3.381476e+02
Cowley 1783.0000 0.0495594 2.988333e+02
Randolph 1782.3750 0.0473342 5.292431e+02
Strafford 1781.0000 0.0141447 4.459070e+02
Salem 1778.0000 0.0275642 8.064747e+02
Otero 1774.5000 0.0430256 5.096831e+02
Butte 1768.6667 0.0122036 5.411977e+02
Door 1767.0000 0.0638621 3.396747e+02
Copiah 1761.0000 0.0611883 7.546429e+02
Curry 1759.0000 0.0473237 3.601412e+02
Moore 1757.3333 0.0399625 6.729119e+02
Cape May 1757.0000 0.0184164 7.774962e+02
Vega Baja 1757.0000 NA 6.217512e+02
Texas 1756.0000 0.0760659 6.983080e+02
Yell 1756.0000 0.0808620 8.264609e+02
Poinsett 1754.0000 0.0726866 4.283885e+02
Toombs 1754.0000 0.0645803 7.222253e+02
Bradford 1749.5000 0.0395561 4.144047e+02
White 1749.2000 0.0497746 4.203968e+02
Nicollet 1749.0000 0.0526395 3.837405e+02
Ponce 1746.0000 NA 6.597934e+02
Dunklin 1745.0000 0.0558025 4.675985e+02
Cocke 1744.0000 0.0494668 4.779729e+02
Raleigh 1742.0000 0.0223187 3.501496e+02
Wise 1741.0000 0.0339657 3.859076e+02
Lawrence 1735.3636 0.0484665 3.711142e+02
Payette 1732.0000 0.0760550 5.024843e+02
Greenwood 1729.5000 0.0434430 6.433837e+02
Mayes 1726.0000 0.0421768 4.163490e+02
Wharton 1722.0000 0.0416173 7.146063e+02
Cheatham 1720.0000 0.0434618 5.289464e+02
Stoddard 1712.0000 0.0574728 3.860672e+02
Defiance 1709.0000 0.0444035 2.723101e+02
Clay 1708.2778 0.0368503 4.264012e+02
Dunn 1702.5000 0.0691393 2.689035e+02
Morgan 1699.1818 0.0499654 4.410453e+02
Oglala Lakota 1699.0000 0.1191194 3.456917e+02
Mendocino 1697.0000 0.0194145 4.942107e+02
Calhoun 1695.6364 0.0480463 4.610099e+02
McDonald 1693.0000 0.0745158 7.392165e+02
Wakulla 1691.0000 0.0540014 6.172640e+02
Calvert 1688.0000 0.0186464 6.436115e+02
Chittenden 1688.0000 0.0105165 6.769366e+02
Scurry 1687.0000 0.0974356 4.991130e+02
Williamsburg 1686.0000 0.0513774 7.911732e+02
Danville city 1684.0000 0.0397545 5.073750e+02
Arecibo 1683.0000 NA 5.555728e+02
Buffalo 1681.3333 0.0717936 3.487407e+02
Langlade 1681.0000 0.0865870 3.781218e+02
Pearl River 1681.0000 0.0304711 5.640376e+02
Ravalli 1679.0000 0.0408218 2.062054e+02
Whitley 1672.5000 0.0484235 2.941944e+02
Garvin 1671.0000 0.0606094 3.177143e+02
Atascosa 1670.0000 0.0350031 5.384449e+02
Wilkes 1669.5000 0.0431258 5.455394e+02
Itawamba 1666.0000 0.0708604 4.901705e+02
Houghton 1661.0000 0.0454260 3.262048e+02
Mille Lacs 1660.0000 0.0643710 2.417371e+02
Androscoggin 1659.0000 0.0154504 5.197341e+02
Yadkin 1655.0000 0.0437611 5.349680e+02
Beaver 1654.0000 0.0217234 4.801221e+02
Freeborn 1651.0000 0.0536893 4.220283e+02
McDonough 1651.0000 0.0520377 3.748354e+02
Yazoo 1644.0000 0.0593095 6.926923e+02
Hawaii 1641.0000 0.0084727 4.414160e+02
Bethel Census Area 1640.0000 0.0916970 1.972199e+02
Howell 1635.0000 0.0406060 4.133537e+02
Jasper 1629.5000 0.0440093 4.705526e+02
LaGrange 1629.0000 0.0424274 5.086190e+02
Martin 1622.3333 0.0417636 6.207147e+02
Northumberland 1617.0000 0.0304567 4.032123e+02
Alcorn 1615.0000 0.0432871 4.756104e+02
Le Sueur 1606.0000 0.0580832 3.297043e+02
Newton 1603.1667 0.0405557 5.462162e+02
Coahoma 1600.0000 0.0645057 6.260536e+02
Fauquier 1599.0000 0.0235061 6.227708e+02
Upson 1595.0000 0.0604304 6.291746e+02
Greenup 1590.0000 0.0438560 2.846173e+02
Prentiss 1590.0000 0.0627491 4.833661e+02
Carroll 1587.0769 0.0372385 4.578773e+02
Lyon 1585.8000 0.0612006 3.702083e+02
Huntington 1585.0000 0.0431927 2.440198e+02
Dillon 1584.0000 0.0506507 6.156589e+02
Overton 1582.0000 0.0716161 4.437176e+02
Robertson 1580.6667 0.0452765 5.542286e+02
Tama 1580.0000 0.0906847 6.015759e+02
Surry 1575.0000 0.0391100 4.958075e+02
La Plata 1561.0000 0.0289106 2.447773e+02
Windham 1556.5000 0.0193054 4.451346e+02
Pope 1544.3333 0.0469405 4.603506e+02
Cowlitz 1536.0000 0.0149338 4.276950e+02
Rolette 1533.0000 0.1049497 2.241097e+02
Morehouse 1528.0000 0.0571450 4.795669e+02
Ontario 1521.0000 0.0138968 3.805437e+02
Jones 1516.5000 0.0534766 4.902744e+02
Colleton 1516.0000 0.0400169 6.374475e+02
Erath 1514.0000 0.0372530 4.840945e+02
Burnet 1512.0000 0.0339135 4.779331e+02
Baxter 1510.0000 0.0368365 2.661865e+02
Haywood 1505.0000 0.0391518 4.645820e+02
Muhlenberg 1503.0000 0.0481484 6.316275e+02
Green Lake 1502.0000 0.0795509 3.066766e+02
Crawford 1499.2727 0.0470841 3.440002e+02
Walsh 1496.0000 0.1360618 2.406367e+02
Panola 1495.5000 0.0510595 5.616822e+02
Grenada 1495.0000 0.0694767 6.479457e+02
Meeker 1490.0000 0.0645189 2.017510e+02
Prince George 1490.0000 0.0395603 4.983557e+02
Dorado 1488.0000 NA 5.356197e+02
Pointe Coupee 1484.0000 0.0663507 6.360079e+02
Pine 1483.0000 0.0510201 2.901375e+02
Marlboro 1481.0000 0.0534618 5.466357e+02
Gage 1479.0000 0.0679126 2.513618e+02
Caldwell 1478.4000 0.0464708 4.845650e+02
Shenandoah 1476.0000 0.0344401 6.327835e+02
Sioux 1475.6667 0.0938318 3.948761e+02
Halifax 1470.5000 0.0334923 4.552373e+02
Leake 1462.0000 0.0635348 6.893643e+02
Beauregard 1461.0000 0.0400988 5.839419e+02
Levy 1460.0000 0.0367693 5.767500e+02
Emanuel 1455.0000 0.0640320 5.652823e+02
Hopkins 1454.0000 0.0353936 3.958484e+02
Waseca 1453.0000 0.0763371 3.445341e+02
McNairy 1444.0000 0.0554170 4.771400e+02
Hampshire 1443.0000 0.0147975 5.677077e+02
Rio Arriba 1442.0000 0.0361186 2.992441e+02
Lavaca 1439.0000 0.0732166 5.159042e+02
Beckham 1434.0000 0.0615715 2.988594e+02
Audrain 1431.0000 0.0553193 4.013275e+02
Huron 1429.5000 0.0311976 2.870249e+02
Grimes 1429.0000 0.0526529 6.757913e+02
Noble 1427.3333 0.0550300 2.929512e+02
Nye 1427.0000 0.0330339 3.638687e+02
Woodford 1426.0000 0.0436250 2.495906e+02
West Baton Rouge 1425.0000 0.0569613 5.563885e+02
Miller 1418.3333 0.0589582 3.596776e+02
Bladen 1414.0000 0.0410402 5.751265e+02
Jersey 1410.0000 0.0628314 2.663918e+02
Clarendon 1408.0000 0.0413437 6.860347e+02
Lincoln 1406.2083 0.0511422 3.463206e+02
Winston 1403.0000 0.0662361 4.630346e+02
New Madrid 1399.0000 0.0767458 3.550976e+02
Haralson 1398.0000 0.0487669 3.474466e+02
Hockley 1398.0000 0.0598024 2.917954e+02
Sanpete 1395.0000 0.0488599 2.272130e+02
Roane 1393.5000 0.0404894 3.092442e+02
Bon Homme 1391.0000 0.1986859 2.130448e+02
Willacy 1388.0000 0.0632519 6.149405e+02
Saunders 1387.0000 0.0662179 2.968353e+02
Posey 1384.0000 0.0542171 2.948142e+02
Holmes 1383.6667 0.0514280 4.977577e+02
George 1383.0000 0.0593231 4.539070e+02
Newport 1380.0000 0.0166840 4.212283e+02
Oldham 1380.0000 0.0420051 3.413973e+02
Okanogan 1378.0000 0.0333664 5.917283e+02
Dickinson 1376.0000 0.0664171 2.634597e+02
O’Brien 1368.0000 0.0973319 3.024472e+02
Accomack 1367.0000 0.0413491 9.019653e+02
De Soto 1366.0000 0.0505047 5.916680e+02
Appling 1364.0000 0.0740902 6.279679e+02
Vilas 1364.0000 0.0638188 2.229328e+02
Lumpkin 1362.0000 0.0438027 4.794341e+02
Mahaska 1360.0000 0.0609210 3.089368e+02
Tippah 1352.0000 0.0612846 4.183050e+02
Mecosta 1344.0000 0.0310687 2.150079e+02
Matagorda 1343.0000 0.0365751 5.652091e+02
Wabash 1341.5000 0.0602930 2.080438e+02
Augusta 1339.0000 0.0180143 3.563320e+02
Davie 1339.0000 0.0322123 3.890272e+02
Roseau 1335.0000 0.0855276 1.651203e+02
McDowell 1333.5000 0.0400768 3.550315e+02
Hill 1327.0000 0.0519681 3.031181e+02
Dawson 1325.5000 0.0718198 4.550927e+02
Oceana 1324.0000 0.0506271 3.951107e+02
Grundy 1321.5000 0.0580170 2.611513e+02
Mayaguez 1321.0000 NA 5.703850e+02
Vega Alta 1318.0000 NA 4.697793e+02
Gonzales 1315.0000 0.0645557 5.858219e+02
Chattooga 1310.0000 0.0523038 4.045720e+02
Crowley 1310.0000 0.2365902 1.394538e+02
Moniteau 1295.0000 0.0817551 2.646523e+02
Geneva 1292.0000 0.0482720 4.064915e+02
Cattaraugus 1291.0000 0.0164446 2.502590e+02
Montrose 1285.0000 0.0314442 3.043915e+02
Stephens 1283.0000 0.0471854 3.414980e+02
Marengo 1278.0000 0.0636898 5.101937e+02
Plaquemines 1278.0000 0.0541893 4.707038e+02
Fentress 1275.0000 0.0710861 3.206305e+02
Attala 1268.0000 0.0664396 4.777442e+02
Waller 1266.0000 0.0269081 4.771840e+02
Stokes 1263.0000 0.0271888 3.321789e+02
Phelps 1260.5000 0.0467518 2.329712e+02
DeWitt 1257.0000 0.0608422 5.101923e+02
Grant 1244.3333 0.0447771 3.041048e+02
Seneca 1243.5000 0.0272597 2.243602e+02
Tompkins 1241.0000 0.0119020 3.156000e+02
James City 1240.0000 0.0172462 5.195019e+02
Chicot 1239.0000 0.1107338 5.339921e+02
Liberty 1234.0000 0.0311301 5.110228e+02
Green 1233.5000 0.0493717 2.632162e+02
Osage 1232.0000 0.0471660 2.869081e+02
Bledsoe 1227.0000 0.0871882 7.016534e+02
Cooper 1227.0000 0.0696645 2.657165e+02
Kleberg 1227.0000 0.0384917 4.831440e+02
Carter 1218.6000 0.0370589 2.867942e+02
Jefferson Davis 1218.5000 0.0549808 4.893012e+02
Barton 1216.0000 0.0556948 2.548125e+02
Edgefield 1216.0000 0.0460816 3.946550e+02
Frio 1216.0000 0.0655808 5.091750e+02
Hardeman 1213.5000 0.0696993 4.749323e+02
Hubbard 1213.0000 0.0587694 2.102462e+02
Canovanas 1211.0000 NA 4.870516e+02
Radford city 1211.0000 0.0704643 3.411502e+02
San Sebastian 1209.0000 NA 3.583568e+02
Big Horn 1207.0000 0.0959622 3.351534e+02
Iowa 1205.0000 0.0600470 2.103366e+02
Guernsey 1203.0000 0.0304727 1.901585e+02
Kossuth 1200.0000 0.0788126 2.027860e+02
Jay 1197.0000 0.0564729 2.012470e+02
Uvalde 1191.0000 0.0440214 4.366786e+02
Glacier 1190.0000 0.0868930 2.871796e+02
Tuolumne 1190.0000 0.0220927 1.784360e+02
Tioga 1185.5000 0.0257491 1.953358e+02
Kittitas 1185.0000 0.0276966 3.262426e+02
Simpson 1182.0000 0.0522499 4.049283e+02
Corozal 1178.0000 NA 4.128967e+02
Garfield 1177.1667 0.0391894 2.834165e+02
Hancock 1176.6000 0.0337650 2.563356e+02
Tattnall 1176.0000 0.0465558 4.510739e+02
Bond 1175.0000 0.0685651 2.149280e+02
Uinta 1175.0000 0.0562389 2.758089e+02
Russell 1174.2500 0.0374255 3.824518e+02
Roosevelt 1172.5000 0.0766568 2.362519e+02
Cooke 1172.0000 0.0301456 2.741050e+02
Hughes 1172.0000 0.0727198 2.438047e+02
Palo Pinto 1170.0000 0.0419024 3.207073e+02
Webster 1166.3750 0.0577153 3.112698e+02
Tishomingo 1164.0000 0.0596831 3.932137e+02
Queen Anne’s 1160.0000 0.0238134 4.195117e+02
Logan 1159.1000 0.0419839 2.798195e+02
Van Wert 1159.0000 0.0406652 1.565657e+02
Vernon 1157.3333 0.0324365 3.077804e+02
Snyder 1156.0000 0.0287234 2.244940e+02
Boyle 1152.0000 0.0388533 2.133068e+02
Jo Daviess 1149.0000 0.0517894 2.245136e+02
Pasquotank 1147.0000 0.0287404 4.156255e+02
Delta 1145.6667 0.0467973 2.025033e+02
Clarion 1144.0000 0.0293793 1.440438e+02
Butts 1143.0000 0.0486818 4.631362e+02
Steele 1143.0000 0.0495680 2.328779e+02
Wabasha 1143.0000 0.0535940 1.793643e+02
Petersburg city 1142.0000 0.0356908 4.751245e+02
Cortland 1140.0000 0.0234024 2.003930e+02
Ripley 1140.0000 0.0531335 2.050759e+02
Bonner 1139.0000 0.0275194 2.307831e+02
Ste. Genevieve 1137.0000 0.0633885 1.872177e+02
Geary 1134.0000 0.0308002 2.699053e+02
Peach 1133.0000 0.0421080 3.924192e+02
Pemiscot 1132.0000 0.0643218 3.284314e+02
Todd 1129.0000 0.0739012 2.622315e+02
Venango 1126.0000 0.0210625 1.338640e+02
Winchester city 1125.0000 0.0411350 3.814520e+02
Scotland 1124.0000 0.0528752 3.265078e+02
Pike 1123.5000 0.0364252 3.199815e+02
Norton 1122.0000 0.2018712 2.049263e+02
Gurabo 1118.0000 NA 3.880000e+02
Murray 1117.3333 0.0525474 2.783313e+02
Grays Harbor 1104.0000 0.0154984 2.564719e+02
Rusk 1101.0000 0.0315265 2.916513e+02
Jennings 1100.0000 0.0392535 2.586284e+02
Grainger 1099.0000 0.0481743 2.634980e+02
Andrews 1097.0000 0.0637235 3.127705e+02
Winneshiek 1097.0000 0.0527683 2.135632e+02
Smyth 1095.0000 0.0347476 2.745622e+02
Barnes 1093.0000 0.0990664 1.734542e+02
Gulf 1093.0000 0.0689546 4.638057e+02
Van Buren 1092.5000 0.0407433 2.191888e+02
Ben Hill 1092.0000 0.0627406 4.359059e+02
Ashland 1091.5000 0.0306881 1.629540e+02
Lamb 1088.0000 0.0802301 2.513147e+02
Kerr 1087.0000 0.0215226 3.414980e+02
Mountrail 1087.0000 0.1123514 2.324582e+02
Naranjito 1086.0000 NA 4.180751e+02
Starke 1079.0000 0.0467727 2.267961e+02
Gem 1078.0000 0.0639649 2.121905e+02
Fannin 1076.5000 0.0371695 3.588900e+02
Okfuskee 1074.0000 0.0879463 1.900210e+02
Assumption 1067.0000 0.0464458 4.970769e+02
Redwood 1066.0000 0.0684298 1.437645e+02
St. Lawrence 1064.0000 0.0095401 2.835370e+02
Concordia 1063.0000 0.0523955 3.296411e+02
Isle of Wight 1062.0000 0.0294779 4.217984e+02
Person 1059.0000 0.0270181 2.927381e+02
Boyd 1058.5000 0.0338005 1.830300e+02
Manati 1054.0000 NA 3.678169e+02
Penobscot 1044.0000 0.0068245 2.013257e+02
Klamath 1043.0000 0.0158160 2.055956e+02
Poweshiek 1043.0000 0.0560090 2.425798e+02
Coshocton 1040.0000 0.0283649 2.038092e+02
St. James 1035.0000 0.0479589 5.471615e+02
Ohio 1034.6667 0.0423961 2.406542e+02
Winn 1030.0000 0.0700919 3.965236e+02
Humacao 1029.0000 NA 3.693662e+02
Nevada 1027.0000 0.0183824 2.402510e+02
Karnes 1026.0000 0.0684730 4.379763e+02
Chickasaw 1025.0000 0.0687391 3.030156e+02
Gaines 1025.0000 0.0526046 2.293346e+02
Izard 1024.0000 0.0760716 2.142769e+02
Staunton city 1024.0000 0.0422547 1.967131e+02
Arkansas 1023.0000 0.0550918 2.739080e+02
Mingo 1023.0000 0.0400407 2.617288e+02
Adair 1020.0000 0.0558352 2.455932e+02
Armstrong 1020.0000 0.0272705 1.823490e+02
Hertford 1019.0000 0.0419601 4.016693e+02
Cayuga 1017.0000 0.0129089 2.070156e+02
Gooding 1015.0000 0.0669658 2.482267e+02
Tallahatchie 1012.0000 0.0684894 4.129609e+02
Avery 1008.0000 0.0571655 2.818191e+02
Abbeville 1002.0000 0.0401587 3.378731e+02
Barnwell 1001.0000 0.0456723 3.939277e+02
Alexander 1000.5000 0.0432061 2.309679e+02
Fountain 999.0000 0.0596739 1.512134e+02
Labette 999.0000 0.0479528 1.954960e+02
Menominee 999.0000 0.0731026 1.976498e+02
Southampton 998.0000 0.0545624 3.947549e+02
Glenn 997.0000 0.0356377 3.265100e+02
Terry 992.0000 0.0779629 2.158622e+02
Meade 982.3333 0.0470962 2.079731e+02
Moultrie 981.0000 0.0657727 1.867683e+02
Dixie 979.0000 0.0608679 4.385410e+02
Anson 978.0000 0.0377854 3.554718e+02
Gallia 978.0000 0.0321965 1.482412e+02
Sanilac 978.0000 0.0234190 1.409685e+02
Young 977.0000 0.0534610 2.247659e+02
McDuffie 973.0000 0.0451341 3.622332e+02
Crisp 972.0000 0.0421491 4.251961e+02
Elbert 971.0000 0.0442757 2.600291e+02
Unicoi 969.0000 0.0539983 2.069723e+02
Cottonwood 967.0000 0.0836722 1.983120e+02
Kingfisher 962.0000 0.0625000 2.339959e+02
Luce 960.0000 0.1488141 1.443429e+02
Emmet 958.0000 0.0402510 1.840817e+02
La Paz 958.0000 0.0471828 3.743913e+02
Giles 955.0000 0.0413013 2.404478e+02
Sawyer 954.0000 0.0580363 1.797113e+02
Nelson 952.3333 0.0418721 1.770591e+02
San Lorenzo 949.0000 NA 3.349108e+02
Hart 948.0000 0.0427675 2.349385e+02
Carbon 945.5000 0.0337305 1.953672e+02
Greensville 944.0000 0.0806976 4.819040e+02
Decatur 943.6000 0.0531730 3.080275e+02
Chautauqua 939.5000 0.0135927 2.111634e+02
Churchill 938.0000 0.0388438 1.416936e+02
Bertie 937.0000 0.0461031 3.420984e+02
Charles Mix 936.0000 0.1008947 1.639963e+02
Thomas 934.3333 0.0402080 3.778386e+02
Ashley 933.0000 0.0444519 2.746600e+02
Cross 927.0000 0.0534941 2.603686e+02
Kennebec 927.0000 0.0076641 2.105344e+02
Morrow 925.0000 0.0404211 2.574841e+02
Graham 923.6667 0.0427120 2.188264e+02
McKenzie 920.0000 0.0858369 1.987742e+02
Sac 918.0000 0.0914889 2.128249e+02
Watonwan 918.0000 0.0834849 3.240803e+02
Rosebud 917.0000 0.0980958 3.767676e+02
Garrett 915.0000 0.0308320 8.800781e+01
Buckingham 914.0000 0.0536700 5.415040e+02
Edgar 914.0000 0.0512677 1.567354e+02
Gladwin 914.0000 0.0360311 1.179689e+02
Hempstead 914.0000 0.0411563 2.573560e+02
Drew 913.0000 0.0488549 2.145315e+02
Allamakee 912.0000 0.0651382 2.131856e+02
Salem city 912.0000 0.0360617 2.325650e+02
Wyandot 906.0000 0.0405206 1.743834e+02
Atoka 905.0000 0.0653571 1.865569e+02
Page 904.5000 0.0462076 2.511700e+02
Wells 904.0000 0.0509532 1.518132e+02
Gray 902.0000 0.0590077 1.952126e+02
St. Thomas 898.0000 NA 3.818430e+02
Prince Edward 893.0000 0.0386965 3.549438e+02
Taos 893.0000 0.0270926 1.364084e+02
Perry 891.3000 0.0431223 2.180977e+02
Maui 888.0000 0.0054661 2.900114e+02
Uintah 888.0000 0.0244574 1.289286e+02
Aguadilla 887.0000 NA 3.073568e+02
Burnett 887.0000 0.0581296 1.650098e+02
Juneau City and Borough 886.0000 0.0272414 2.340352e+02
Childress 885.0000 0.1253719 1.308079e+02
Stone 881.3333 0.0431896 2.232941e+02
Iron 879.0000 0.0434705 2.011924e+02
Wadena 879.0000 0.0639040 1.300727e+02
Juncos 876.0000 NA 2.756244e+02
Hampton 875.0000 0.0431119 3.683740e+02
Morovis 875.0000 NA 3.364836e+02
Sabine 870.5000 0.0495803 2.823160e+02
Andrew 870.0000 0.0501528 1.946835e+02
Caswell 870.0000 0.0376721 2.679720e+02
Belknap 868.0000 0.0143728 1.430000e+02
Clare 868.0000 0.0283586 1.302171e+02
Amherst 867.0000 0.0270946 2.353735e+02
Fajardo 867.0000 NA 3.552207e+02
Gogebic 861.0000 0.0550160 1.599763e+02
Caroline 858.0000 0.0274805 3.195678e+02
Las Piedras 855.0000 NA 3.185775e+02
Bienville 853.0000 0.0612611 3.308760e+02
Barranquitas 852.0000 NA 3.235775e+02
Pecos 852.0000 0.0538355 2.607107e+02
Iosco 851.0000 0.0335396 1.799291e+02
Barbour 849.5000 0.0391226 3.177733e+02
Banks 849.0000 0.0463024 2.946707e+02
East Carroll 849.0000 0.1144359 3.853028e+02
Sibley 848.0000 0.0566959 1.460435e+02
Teton 846.6667 0.0588250 1.906088e+02
Baker 845.0000 0.0531772 2.857734e+02
Bollinger 844.0000 0.0687184 1.917549e+02
Nolan 844.0000 0.0562030 1.976205e+02
Spencer 841.0000 0.0437599 1.705426e+02
Price 835.0000 0.0609178 1.378734e+02
Appanoose 834.0000 0.0661800 1.326047e+02
Hocking 834.0000 0.0290694 1.620633e+02
Piatt 833.0000 0.0505799 1.362398e+02
Falls 828.0000 0.0479583 2.224667e+02
Idaho 828.0000 0.0509507 1.347717e+02
Colfax 827.5000 0.0714836 3.518760e+02
Brantley 826.0000 0.0448840 2.827273e+02
Charlton 826.0000 0.0636952 3.266691e+02
Cannon 825.0000 0.0595453 1.936522e+02
Meriwether 823.0000 0.0388299 3.529020e+02
Herkimer 822.0000 0.0129331 2.328801e+02
West Feliciana 820.0000 0.0533021 4.186468e+02
Benson 818.0000 0.1202587 2.430521e+02
Botetourt 818.0000 0.0246445 2.161667e+02
Ashe 817.0000 0.0302682 2.040410e+02
Montezuma 817.0000 0.0314158 1.385640e+02
Saluda 817.0000 0.0406205 3.887731e+02
Moca 816.0000 NA 2.549108e+02
Zavala 816.0000 0.0673990 2.524416e+02
Catano 811.0000 NA 2.995822e+02
Aitkin 810.0000 0.0515202 1.153983e+02
Otsego 810.0000 0.0192084 1.908702e+02
Gilchrist 807.0000 0.0473786 3.144440e+02
Goshen 804.0000 0.0593533 9.449206e+01
Walthall 804.0000 0.0542803 3.538423e+02
Otoe 802.0000 0.0504720 1.436463e+02
Cleburne 801.5000 0.0391556 2.232224e+02
Guthrie 801.0000 0.0749228 1.963695e+02
Washburn 798.0000 0.0508766 1.190427e+02
Park 797.6667 0.0386933 1.327748e+02
Cayey 792.0000 NA 2.784554e+02
Montague 791.0000 0.0408069 1.288611e+02
Wilbarger 791.0000 0.0605620 1.504274e+02
Alpena 789.0000 0.0272737 1.567764e+02
Colusa 789.0000 0.0369365 2.845992e+02
Gilmer 789.0000 0.0398679 2.911145e+02
Juniata 789.0000 0.0318004 1.710824e+02
Claiborne 788.3333 0.0410902 2.810601e+02
Siskiyou 786.0000 0.0179995 1.233450e+02
Montour 781.0000 0.0424364 1.429612e+02
Ellsworth 780.0000 0.1223529 1.176869e+02
Neosho 779.0000 0.0476220 1.270472e+02
Pipestone 777.0000 0.0836834 1.812428e+02
Bacon 776.0000 0.0689716 3.808520e+02
Sharp 776.0000 0.0455747 1.722683e+02
Gillespie 774.0000 0.0300793 1.748780e+02
Humboldt 771.3333 0.0116515 1.710214e+02
Vermillion 771.0000 0.0489462 1.207251e+02
Traill 770.0000 0.0953560 1.529005e+02
Bamberg 764.0000 0.0507405 3.558992e+02
Parke 763.0000 0.0447954 1.237469e+02
Ray 758.0000 0.0330701 1.438095e+02
Deer Lodge 757.0000 0.0824978 1.371520e+02
Yalobusha 757.0000 0.0611470 2.885534e+02
Charlevoix 756.0000 0.0288858 9.948872e+01
Conway 755.0000 0.0358500 1.757255e+02
Parmer 755.0000 0.0761012 3.230961e+02
Nemaha 754.0000 0.0897267 1.108808e+02
Brooke 753.0000 0.0320794 1.127925e+02
Preston 751.0000 0.0222235 1.295569e+02
Yauco 749.0000 NA 3.015164e+02
Manassas Park city 748.0000 0.0472610 4.374960e+02
Martinsville city 748.0000 0.0551989 2.646955e+02
Noxubee 748.0000 0.0673995 3.619922e+02
Crockett 746.5000 0.0723986 2.427652e+02
Bayfield 743.0000 0.0495763 1.081423e+02
Salinas 742.0000 NA 2.978592e+02
Crenshaw 738.0000 0.0531088 3.096047e+02
Owyhee 737.0000 0.0648996 2.096200e+02
Wexford 737.0000 0.0224497 1.100775e+02
Bleckley 732.0000 0.0570316 2.685181e+02
Conecuh 732.0000 0.0576514 3.248219e+02
Louisa 730.0000 0.0312799 2.949572e+02
Wythe 729.0000 0.0249906 1.632040e+02
Reeves 728.0000 0.0504225 1.708143e+02
Routt 725.0000 0.0302335 1.383534e+02
Fredericksburg city 723.0000 0.0259577 3.415551e+02
Asotin 721.0000 0.0326053 1.145469e+02
Hickman 720.0000 0.0471831 2.055283e+02
Custer 719.8333 0.0586250 1.349400e+02
Roscommon 718.0000 0.0300418 1.013891e+02
West Carroll 718.0000 0.0631486 2.364628e+02
Camuy 717.0000 NA 2.050094e+02
Brewster 716.0000 0.0779277 1.818618e+02
Yellow Medicine 716.0000 0.0713289 1.315951e+02
Prowers 715.0000 0.0589885 1.032050e+02
Chaffee 713.0000 0.0385260 2.299574e+02
Bullock 711.0000 0.0673806 3.910040e+02
Kanabec 709.0000 0.0445408 1.201659e+02
Early 706.0000 0.0673664 3.588346e+02
Island 703.0000 0.0087751 2.563694e+02
Red Willow 701.0000 0.0644065 9.499567e+01
Dare 695.0000 0.0197516 1.962642e+02
Teller 694.0000 0.0295671 1.397695e+02
Colorado 692.0000 0.0332820 2.702065e+02
Dinwiddie 691.0000 0.0245427 2.609129e+02
Aguada 689.0000 NA 2.250235e+02
Casey 688.0000 0.0431944 1.928077e+02
Glades 685.0000 0.0510432 3.177280e+02
Blackford 684.0000 0.0553219 1.212805e+02
Milam 684.0000 0.0280650 2.779803e+02
Chenango 682.0000 0.0138376 2.187548e+02
Fergus 682.0000 0.0596728 1.298757e+02
Burleson 681.0000 0.0390997 2.265100e+02
Cloud 680.0000 0.0731026 9.050000e+01
Palo Alto 679.0000 0.0741671 1.727190e+02
Waynesboro city 678.0000 0.0317327 1.930121e+02
Cedar 677.3333 0.0482302 1.298810e+02
Dewey 677.0000 0.1312253 9.828631e+01
Garrard 676.0000 0.0396458 1.393462e+02
Socorro 674.0000 0.0389056 1.166828e+02
Rio Grande 673.5000 NA 2.185119e+02
Alamosa 673.0000 0.0411545 2.035675e+02
Keokuk 671.0000 0.0655658 1.002112e+02
Converse 669.0000 0.0470365 1.196414e+02
Juana Diaz 666.0000 NA 2.529859e+02
Little River 666.0000 0.0527901 2.558762e+02
Humphreys 665.5000 0.0499614 2.048996e+02
De Witt 665.0000 0.0407426 1.146204e+02
Chowan 664.0000 0.0456169 2.075959e+02
Telfair 664.0000 0.0404755 2.704919e+02
Box Butte 663.0000 0.0587818 9.800000e+01
Austin 662.0000 0.0227437 2.559213e+02
Massac 661.0000 0.0444131 9.119433e+01
Catahoula 660.0000 0.0650567 2.669846e+02
Elliott 660.0000 0.0861506 1.137475e+02
Swift 656.0000 0.0691764 1.116100e+02
Susquehanna 654.0000 0.0156340 2.347589e+02
Hatillo 653.0000 NA 2.066056e+02
Hutchinson 653.0000 0.0455962 1.315239e+02
McCreary 653.0000 0.0365826 1.137165e+02
Amador 652.0000 0.0176393 1.590039e+02
Wyoming 651.6667 0.0207810 1.097214e+02
Pembina 651.0000 0.0912276 1.108565e+02
Isabela 649.0000 NA 2.050610e+02
Cabo Rojo 648.0000 NA 2.643239e+02
Rabun 648.0000 0.0397254 2.083347e+02
Turner 647.0000 0.0787333 1.910347e+02
Highland 645.0000 0.0258156 1.136020e+02
Mills 645.0000 0.0598796 1.170922e+02
Hopewell city 644.0000 0.0288375 2.670956e+02
Love 643.0000 0.0658272 1.294659e+02
Tunica 640.0000 0.0614971 2.719147e+02
Cheshire 638.0000 0.0083595 1.234015e+02
Cidra 637.0000 NA 2.363005e+02
Stewart 635.0000 0.0670961 2.136190e+02
Cuming 629.0000 0.0694644 1.307287e+02
Desha 629.0000 0.0514141 1.793042e+02
Toole 629.0000 0.1229957 1.301976e+02
Sheridan 626.8000 0.0472975 8.773290e+01
Powell 626.0000 0.0570495 7.748589e+01
Yoakum 625.0000 0.0751563 1.628304e+02
Candler 624.0000 0.0569239 2.492200e+02
Grafton 624.0000 0.0069983 1.287401e+02
Lares 624.0000 NA 2.396150e+02
Bourbon 623.5000 0.0356972 1.254642e+02
Ogemaw 623.0000 0.0295219 8.220158e+01
Renville 623.0000 0.0628989 8.406415e+01
Faribault 622.0000 0.0440541 1.209524e+02
Larue 622.0000 0.0440292 1.292103e+02
Atkinson 620.0000 0.0749879 2.861157e+02
Amite 618.0000 0.0486921 2.127888e+02
McPherson 616.6667 0.0432133 9.623677e+01
Josephine 616.0000 0.0073278 1.350039e+02
Ochiltree 615.0000 0.0581450 1.523259e+02
Mitchell 613.2000 0.0477514 1.885137e+02
McCook 607.0000 0.1080840 9.808271e+01
Mason 606.3333 0.0225417 1.189128e+02
Towns 606.0000 0.0552114 1.950082e+02
Yabucoa 600.0000 NA 2.185117e+02
Spink 598.0000 0.0914513 1.086626e+02
Sequatchie 596.0000 0.0405167 1.528016e+02
Blaine 594.7500 0.0415439 2.919720e+02
Beaverhead 594.0000 0.0637544 1.091762e+02
Yancey 593.0000 0.0336951 1.529302e+02
Stevens 592.3333 0.0272577 1.032362e+02
Greenbrier 592.0000 0.0166386 1.060317e+02
Oglethorpe 592.0000 0.0401546 2.241169e+02
Upshur 591.0000 0.0181043 1.573456e+02
Knott 588.0000 0.0370184 1.360970e+02
Lewis 587.2857 0.0218227 1.161697e+02
Woods 587.0000 0.0643288 8.730736e+01
Transylvania 586.0000 0.0177243 1.792157e+02
Brule 585.0000 0.1101280 1.512011e+02
Rockcastle 583.0000 0.0345113 1.337379e+02
Bates 581.0000 0.0351844 1.014341e+02
Bristol city 581.0000 0.0335063 1.215833e+02
Brooks 579.0000 0.0489271 2.392380e+02
Galax city 579.0000 0.0844269 2.828254e+02
Atchison 578.5000 0.0530625 1.243552e+02
Clearwater 578.5000 0.0665850 6.547211e+01
Wasco 575.0000 0.0224110 1.747470e+02
Calaveras 572.0000 0.0127716 1.676235e+02
Pitkin 569.0000 0.0324346 1.621604e+02
Baraga 568.0000 0.0659545 6.151293e+01
Coamo 568.0000 NA 2.067465e+02
Fillmore 568.0000 0.0398843 8.974710e+01
Harlan 567.5000 0.0307236 1.658104e+02
Bottineau 565.0000 0.0849624 1.190804e+02
Letcher 565.0000 0.0241639 1.184733e+02
Evans 562.0000 0.0523619 2.449280e+02
McKean 562.0000 0.0131897 7.049402e+01
Ida 560.0000 0.0795342 1.156214e+02
Dickey 559.0000 0.1083333 1.316919e+02
Guayama 558.0000 NA 2.129531e+02
Duchesne 557.0000 0.0277418 9.769388e+01
Cheboygan 556.0000 0.0217366 9.046800e+01
St. Helena 556.0000 0.0518947 2.385847e+02
Franklin city 554.0000 0.0658505 2.223629e+02
Magoffin 553.0000 0.0429115 9.950000e+01
Bosque 552.0000 0.0307470 1.894378e+02
Shoshone 552.0000 0.0439806 2.130649e+02
Major 551.0000 0.0713638 8.402449e+01
Nottoway 551.0000 0.0352279 1.762244e+02
Orocovis 551.0000 NA 2.404272e+02
Mono 550.0000 0.0391431 1.381922e+02
Tripp 548.0000 0.1000913 1.207892e+02
Zapata 548.0000 0.0382281 1.861364e+02
Craig 547.0000 0.0538220 1.307174e+02
Dent 547.0000 0.0351136 1.175862e+02
Doniphan 547.0000 0.0701912 9.167843e+01
Pratt 545.0000 0.0560181 8.138057e+01
Talbot 542.5000 0.0237415 2.157510e+02
Clinch 542.0000 0.0795421 2.192257e+02
Freestone 541.0000 0.0276232 2.246094e+02
Jeff Davis 534.5000 0.0499113 2.248740e+02
Loiza 533.0000 NA 1.906291e+02
Juab 531.0000 0.0505377 1.115918e+02
Wilcox 531.0000 0.0529528 2.668740e+02
North Slope Borough 530.0000 0.0547464 1.194632e+02
Antrim 529.0000 0.0227870 7.387952e+01
Aguas Buenas 525.0000 NA 1.992347e+02
Ciales 523.0000 NA 1.875587e+02
Meigs 522.5000 0.0301990 1.219862e+02
Florida 520.0000 NA 2.011408e+02
Pepin 518.0000 0.0704858 9.321078e+01
Choctaw 517.0000 0.0424350 1.925928e+02
Kearney 517.0000 0.0789554 1.088103e+02
Washakie 517.0000 0.0619088 9.067460e+01
Ralls 514.0000 0.0502689 9.507480e+01
Millard 513.0000 0.0407014 1.298898e+02
Clallam 512.0000 0.0070167 1.347654e+02
Dade 512.0000 0.0384299 1.225823e+02
Anasco 511.0000 NA 1.720892e+02
Fluvanna 511.0000 0.0196191 2.127821e+02
Gasconade 510.0000 0.0342857 1.039838e+02
Hamlin 510.0000 0.0850709 8.337052e+01
McIntosh 508.0000 0.0428687 1.451469e+02
Merrick 508.0000 0.0651867 9.297551e+01
Dooly 505.0000 0.0358436 2.607430e+02
Screven 505.0000 0.0357801 2.239113e+02
Rush 503.5000 0.0399832 1.112303e+02
Foster 503.0000 0.1503737 7.361024e+01
Jenkins 502.0000 0.0554390 2.315100e+02
Live Oak 502.0000 0.0419172 1.933887e+02
Powhatan 501.0000 0.0177119 1.528127e+02
Kemper 500.0000 0.0493681 2.128413e+02
Patrick 500.0000 0.0275028 1.731145e+02
Phillips 500.0000 0.0547313 1.348571e+02
Washita 497.0000 0.0427490 8.713725e+01
Pawnee 496.6667 0.0435702 1.196164e+02
Bailey 496.0000 0.0695555 1.847606e+02
Castro 496.0000 0.0629841 1.655271e+02
Power 496.0000 0.0644491 1.462656e+02
Villalba 494.0000 NA 1.336479e+02
Estill 493.0000 0.0342219 1.329622e+02
Gunnison 493.0000 0.0310278 2.298996e+02
Naguabo 492.0000 NA 1.718920e+02
Benzie 491.0000 0.0281182 7.156087e+01
Sublette 489.0000 0.0487440 7.618327e+01
Owen 486.0000 0.0291896 9.619231e+01
Arenac 482.0000 0.0314478 7.561694e+01
Utuado 478.0000 NA 1.230939e+02
Ransom 475.0000 0.0870442 9.044144e+01
Camp 474.0000 0.0375267 2.152713e+02
Lyman 473.0000 0.1226978 1.165703e+02
Dawes 472.0000 0.0519709 1.113636e+02
Barceloneta 471.0000 NA 1.546244e+02
Goochland 470.0000 0.0213840 1.793969e+02
Irwin 467.0000 0.0498665 1.739725e+02
Presidio 467.0000 0.0653695 9.483938e+01
Monona 464.0000 0.0514812 1.187668e+02
Hood River 460.0000 0.0201383 1.556289e+02
Kingsbury 459.0000 0.0905325 9.364550e+01
Caribou 458.0000 0.0672244 9.832787e+01
Stillwater 458.0000 0.0490259 8.030544e+01
Breckinridge 457.0000 0.0228500 1.019323e+02
Burt 456.0000 0.0691538 7.732636e+01
Gentry 454.0000 0.0673091 1.070372e+02
Wetzel 454.0000 0.0283803 7.460400e+01
Nowata 453.0000 0.0431018 1.089721e+02
Gregory 451.0000 0.1069481 1.103155e+02
Allendale 449.0000 0.0468245 2.065263e+02
Aransas 449.0000 0.0181568 1.687037e+02
Forest 449.0000 0.0548273 1.004024e+02
Colonial Heights city 447.0000 0.0254643 1.940882e+02
Wilkinson 445.0000 0.0480008 1.906442e+02
Manistee 444.0000 0.0181484 7.905490e+01
King George 439.0000 0.0173793 1.552727e+02
Lampasas 439.0000 0.0215651 1.349306e+02
Lemhi 436.0000 0.0563089 1.007175e+02
Metcalfe 436.0000 0.0436742 1.017091e+02
Oxford 436.0000 0.0076092 8.376718e+01
Comerio 435.0000 NA 1.613146e+02
Dallam 435.0000 0.0616846 1.782656e+02
Kusilvak Census Area 433.0000 0.0541724 9.747403e+01
Moody 433.0000 0.0671839 9.310776e+01
Trigg 432.0000 0.0302797 1.107669e+02
Wilkin 432.0000 0.0666770 6.842292e+01
Edmonson 431.0000 0.0356611 1.220887e+02
Pushmataha 431.0000 0.0386582 1.312941e+02
Mineral 430.7500 0.0423014 5.606200e+01
Keith 430.0000 0.0530668 6.738426e+01
Koochiching 428.0000 0.0331013 8.720325e+01
Heard 426.0000 0.0368162 1.319189e+02
Appomattox 425.0000 0.0277524 1.363099e+02
Lac qui Parle 425.0000 0.0614517 5.564844e+01
Pamlico 425.0000 0.0329662 1.304320e+02
Quebradillas 423.0000 NA 1.383615e+02
Swain 423.0000 0.0297176 1.364064e+02
Pocahontas 422.5000 0.0538869 1.018167e+02
Dixon 419.0000 0.0721295 9.717982e+01
La Salle 419.0000 0.0572483 2.247759e+02
Weston 419.0000 0.0583972 7.881152e+01
Worth 418.6667 0.0383431 1.613945e+02
Kingman 418.0000 0.0543069 1.041921e+02
New Kent 418.0000 0.0208468 1.358486e+02
Leelanau 416.0000 0.0191141 7.958647e+01
Kearny 415.0000 0.1052498 9.133475e+01
Lanier 415.0000 0.0399730 1.925749e+02
Coos 412.0000 0.0087507 8.176531e+01
Kodiak Island Borough 412.0000 0.0296020 5.718534e+01
Del Norte 411.0000 0.0148762 1.023659e+02
Holt 410.5000 0.0568202 7.952361e+01
Corson 409.0000 0.0980815 8.228870e+01
Luquillo 408.0000 NA 1.659577e+02
Red River 408.0000 0.0389558 1.691160e+02
Eastland 407.0000 0.0222989 1.033150e+02
Pickett 407.0000 0.0798666 1.107019e+02
San German 407.0000 NA 1.797887e+02
Alfalfa 406.0000 0.0701936 5.509787e+01
Day 402.0000 0.0719399 7.814612e+01
Runnels 402.0000 0.0386130 1.520227e+02
Lynn 400.0000 0.0698934 8.536255e+01
Clatsop 397.0000 0.0105417 1.130706e+02
Oregon 396.0000 0.0362571 8.597925e+01
Roberts 396.0000 0.0665329 8.110600e+01
Rooks 396.0000 0.0767442 6.615768e+01
Boundary 394.0000 0.0353649 1.016957e+02
Kalkaska 394.0000 0.0228287 7.705882e+01
Torrance 393.0000 0.0251939 9.974297e+01
Richardson 392.0000 0.0481041 6.752683e+01
Fleming 390.0000 0.0268170 7.942616e+01
Treutlen 389.0000 0.0579645 1.515331e+02
Dimmit 388.0000 0.0357868 1.379916e+02
LaMoure 387.0000 0.0941377 9.584530e+01
Grand 386.0000 0.0318891 6.483846e+01
Maries 386.0000 0.0429509 7.063052e+01
Republic 386.0000 0.0809564 5.153498e+01
Coosa 385.0000 0.0354381 1.153557e+02
Alleghany 384.0000 0.0286706 1.062700e+02
Breathitt 384.0000 0.0284951 6.331128e+01
Currituck 382.0000 0.0153636 1.002240e+02
Cavalier 381.0000 0.0985260 8.521557e+01
Nantucket 381.0000 0.0356275 6.849225e+01
Hickory 380.0000 0.0410057 1.340336e+02
San Augustine 377.0000 0.0440626 1.561862e+02
Aurora 375.0000 0.1372621 7.556746e+01
Norman 375.0000 0.0564929 6.929185e+01
Rains 375.0000 0.0338234 7.079412e+01
Santa Isabel 375.0000 NA 1.353005e+02
Tillman 375.0000 0.0492708 7.831148e+01
Lexington city 374.0000 0.0531552 8.181633e+01
Alger 373.0000 0.0396977 5.742938e+01
Fall River 373.0000 0.0542624 7.590800e+01
Northwest Arctic Borough 369.0000 0.0477794 1.071768e+02
Emery 363.0000 0.0343425 5.063673e+01
Refugio 363.0000 0.0496241 1.861776e+02
Perquimans 361.0000 0.0268003 1.110279e+02
Morrill 359.0000 0.0741276 7.547639e+01
Jayuya 358.0000 NA 1.771080e+02
Valley 357.3333 0.0471750 6.679053e+01
Antelope 357.0000 0.0555988 6.453414e+01
Emmons 353.0000 0.1030356 9.157613e+01
Haskell 351.6667 0.0454283 9.819986e+01
McCormick 351.0000 0.0357944 1.262276e+02
Shannon 351.0000 0.0425145 1.107225e+02
San Miguel 348.5000 0.0192563 7.439615e+01
Bent 348.0000 0.0598349 1.839904e+01
Big Stone 348.0000 0.0682621 6.150781e+01
Long 348.0000 0.0201821 1.332953e+02
Hardy 347.0000 0.0248888 6.884677e+01
Sargent 346.0000 0.0889689 5.507563e+01
Llano 345.0000 0.0175805 8.514173e+01
Moffat 345.0000 0.0264692 4.308367e+01
McCulloch 343.0000 0.0416161 8.982427e+01
Emporia city 341.0000 0.0612758 1.718776e+02
Searcy 341.0000 0.0429579 7.923846e+01
White Pine 340.0000 0.0343677 5.317155e+01
Elk 338.0000 0.0156628 4.874689e+01
Sharkey 335.0000 0.0718576 1.421508e+02
Coal 330.0000 0.0573414 7.116583e+01
Wabaunsee 330.0000 0.0474138 6.738683e+01
Coffey 329.0000 0.0390134 9.676587e+01
Kit Carson 329.0000 0.0402496 7.307510e+01
Pondera 328.0000 0.0531949 5.753219e+01
Mahnomen 325.0000 0.0593066 5.055556e+01
Aibonito 324.0000 NA 1.181925e+02
Presque Isle 324.0000 0.0250096 4.011570e+01
Menard 323.5000 0.0354223 6.165000e+01
Bennett 323.0000 0.0937591 8.768023e+01
Leslie 323.0000 0.0297175 5.616461e+01
Inyo 321.0000 0.0175161 1.067283e+02
Guayanilla 320.0000 NA 1.392441e+02
Latimer 319.0000 0.0299728 9.033333e+01
Missaukee 318.0000 0.0211549 5.874704e+01
Winkler 318.0000 0.0411757 8.078992e+01
Vinton 317.0000 0.0241469 6.047727e+01
Dickenson 315.0000 0.0205829 8.961988e+01
Mackinac 315.0000 0.0286416 5.990283e+01
Nance 314.0000 0.0870530 4.639655e+01
Southeast Fairbanks Census Area 314.0000 0.0450502 4.397959e+01
Reynolds 313.0000 0.0479326 4.287952e+01
Audubon 312.0000 0.0538581 6.718072e+01
San Saba 312.0000 0.0530522 7.660804e+01
Ness 311.0000 0.1020676 6.693000e+01
Gove 309.0000 0.1152125 5.582540e+01
Ozark 306.0000 0.0323810 1.042335e+02
Harper 305.0000 0.0643567 5.451522e+01
Rockbridge 305.0000 0.0135857 7.448047e+01
Echols 303.0000 0.0752795 1.782397e+02
Williamsburg city 301.0000 0.0200827 1.149962e+02
Buena Vista city 299.0000 0.0452345 6.457551e+01
Rincon 299.0000 NA 1.243333e+02
King William 298.0000 0.0184452 9.990361e+01
Somervell 298.0000 0.0343595 1.114101e+02
Swisher 298.0000 0.0390103 7.984000e+01
Quitman 297.5000 0.0600800 1.200731e+02
Archer 295.0000 0.0337143 7.007882e+01
Archuleta 295.0000 0.0238770 4.131727e+01
Dukes 295.0000 0.0172142 6.552362e+01
Crook 294.5000 0.0205405 5.064286e+01
Benewah 292.0000 0.0322011 1.089741e+02
Furnas 292.0000 0.0602062 4.896087e+01
Cheyenne 291.6667 0.0532159 4.134986e+01
Hand 291.0000 0.0878889 5.436937e+01
Ontonagon 291.0000 0.0472019 7.781699e+01
Chouteau 290.0000 0.0496831 7.236765e+01
Summers 290.0000 0.0217636 4.800844e+01
Nicholas 289.5000 0.0180578 5.638446e+01
Hormigueros 288.0000 NA 1.170704e+02
Klickitat 288.0000 0.0137602 1.096491e+02
Las Animas 288.0000 0.0201089 3.396735e+01
Yates 288.0000 0.0114714 6.978455e+01
Greer 287.0000 0.0471962 9.806073e+01
Penuelas 287.0000 NA 8.965728e+01
Sanborn 286.0000 0.1217539 4.610549e+01
Faulk 285.0000 0.1210705 6.711905e+01
Switzerland 284.0000 0.0270889 6.431076e+01
Thayer 284.0000 0.0550068 5.003175e+01
Bandera 281.0000 0.0133714 9.032636e+01
Pend Oreille 280.0000 0.0215368 5.646748e+01
Cotton 279.0000 0.0460244 4.602008e+01
Hanson 279.0000 0.0823009 5.743478e+01
Jack 278.0000 0.0313557 7.856485e+01
Sabana Grande 278.0000 NA 1.383427e+02
Schuyler 277.3333 0.0257104 4.144356e+01
Greenlee 277.0000 0.0300304 5.100402e+01
Pendleton 275.0000 0.0252294 5.416463e+01
Sweet Grass 275.0000 0.0756742 6.818310e+01
Twiggs 273.0000 0.0326438 1.050195e+02
Edmunds 271.0000 0.0677500 7.264021e+01
Hudspeth 270.0000 0.0775639 5.670833e+01
Patillas 269.0000 NA 1.226338e+02
Rutland 268.0000 0.0044568 9.392664e+01
Valdez-Cordova Census Area 268.0000 0.0281453 9.902370e+01
Pacific 267.0000 0.0128718 6.164706e+01
Quay 267.0000 0.0312098 5.447257e+01
Sanders 266.0000 0.0233846 7.217483e+01
Griggs 264.0000 0.1142363 5.719388e+01
Lajas 264.0000 NA 1.128216e+02
San Jacinto 261.0000 0.0096055 1.280240e+02
Chariton 258.0000 0.0338805 4.055159e+01
Kittson 258.0000 0.0581605 2.793913e+01
Crane 257.0000 0.0532863 5.672308e+01
Hemphill 257.0000 0.0619128 6.187295e+01
Hansford 255.0000 0.0459294 8.833195e+01
Callahan 253.0000 0.0186084 6.319087e+01
Fallon 252.0000 0.0865088 4.955862e+01
Hartley 252.0000 0.0422394 8.945175e+01
Alcona 251.0000 0.0239939 3.930043e+01
Ringgold 251.0000 0.0496636 5.324623e+01
Owsley 250.0000 0.0549209 3.930085e+01
Hettinger 249.0000 0.0943539 6.978882e+01
Adjuntas 248.0000 NA 1.097512e+02
Lander 248.0000 0.0419841 6.351542e+01
Rawlins 248.0000 0.0969887 1.071176e+02
Arroyo 247.0000 NA 1.107559e+02
Nuckolls 246.0000 0.0565257 3.970792e+01
Prairie 245.5000 0.0371744 6.072041e+01
Ceiba 245.0000 NA 9.576056e+01
Nome Census Area 245.0000 0.0248001 5.461803e+01
Tyler 244.5000 0.0160210 7.419057e+01
Amelia 244.0000 0.0190729 7.858103e+01
Jerauld 244.0000 0.1202563 7.261925e+01
Waldo 244.0000 0.0062450 7.807843e+01
Gates 243.0000 0.0209212 7.631707e+01
Trego 238.0000 0.0813119 4.921939e+01
Ziebach 237.0000 0.0841022 4.933491e+01
Red Lake 236.0000 0.0583869 3.925424e+01
Stanley 236.0000 0.0796221 4.612054e+01
Chase 233.5000 0.0714396 5.136147e+01
Bennington 231.0000 0.0063282 8.527574e+01
Culberson 230.0000 0.1018150 6.085629e+01
Jim Hogg 230.0000 0.0440782 7.817333e+01
Reagan 230.0000 0.0634483 7.161257e+01
Sutton 230.0000 0.0584350 8.358929e+01
Saguache 229.0000 0.0366107 9.485081e+01
Musselshell 228.0000 0.0477187 3.636290e+01
Windsor 227.0000 0.0040613 7.410943e+01
Maunabo 223.0000 NA 8.698592e+01
Plumas 223.0000 0.0118908 3.818952e+01
Terrell 222.5000 0.0343300 1.612259e+02
Kidder 222.0000 0.0917735 5.489888e+01
Oscoda 222.0000 0.0265106 3.282661e+01
Tensas 221.0000 0.0461089 9.335443e+01
Schoharie 220.0000 0.0069473 7.043846e+01
Towner 220.0000 0.0959860 5.665333e+01
Carlisle 218.0000 0.0440048 5.510667e+01
Sitka City and Borough 217.0000 0.0243246 4.813063e+01
Bland 216.0000 0.0326679 5.412500e+01
Woodruff 216.0000 0.0314273 4.272157e+01
Fairfax city 214.0000 0.0090601 1.000294e+02
Broadwater 213.0000 0.0374209 2.945769e+01
Montmorency 210.0000 0.0225394 2.248511e+01
Guanica 208.0000 NA 8.435681e+01
Barber 206.0000 0.0426413 2.670954e+01
Bear Lake 206.0000 0.0347503 5.677707e+01
Coke 206.0000 0.0638166 5.236150e+01
Ketchikan Gateway Borough 205.0000 0.0149471 5.364122e+01
Conejos 203.0000 0.0247169 4.045972e+01
Miner 202.0000 0.0878643 4.194118e+01
Stanton 202.0000 0.0490680 4.392769e+01
Trimble 202.0000 0.0230831 4.506303e+01
Wolfe 202.0000 0.0279740 4.085427e+01
Clear Creek 200.0000 0.0216497 4.020677e+01
Trinity 199.5000 0.0143974 6.698770e+01
Cherry 198.0000 0.0342501 3.324590e+01
Huerfano 196.0000 0.0300567 1.995686e+01
Addison 195.0000 0.0052808 8.081081e+01
Ritchie 195.0000 0.0194146 2.287442e+01
Sierra 195.0000 0.0255523 3.156164e+01
Kimball 193.0000 0.0519795 2.995161e+01
Deuel 192.5000 0.0530324 3.448008e+01
Coleman 192.0000 0.0226522 5.002315e+01
Bath 191.5000 0.0195031 3.695122e+01
Blanco 190.0000 0.0174025 8.179134e+01
Bowman 190.0000 0.0586782 4.020332e+01
Kiowa 189.6667 0.0330649 3.443902e+01
Edwards 188.6667 0.0476030 4.051770e+01
Bracken 188.0000 0.0223703 3.633068e+01
Mellette 188.0000 0.0902544 4.710920e+01
Perkins 187.5000 0.0631673 4.758219e+01
Roger Mills 187.0000 0.0501072 5.539161e+01
Schoolcraft 186.0000 0.0227217 3.384167e+01
Concho 183.0000 0.0441816 5.677311e+01
Goliad 183.0000 0.0245210 8.034959e+01
Sherman 182.7500 0.0538390 3.844273e+01
Crosby 182.0000 0.0303992 5.967635e+01
Yukon-Koyukuk Census Area 181.0000 0.0323214 5.175203e+01
Covington city 179.0000 0.0316814 2.983254e+01
Lunenburg 177.0000 0.0142169 7.161411e+01
Schley 176.0000 0.0345844 6.906426e+01
Wheeler 175.5000 0.0306144 6.391268e+01
Lamoille 174.0000 0.0069223 4.687402e+01
Aroostook 173.0000 0.0024926 3.551020e+01
Fisher 172.0000 0.0447102 5.398522e+01
Ballard 170.0000 0.0206913 4.160000e+01
Los Alamos 170.0000 0.0094999 2.833197e+01
Mathews 170.0000 0.0192134 4.269685e+01
Sagadahoc 170.0000 0.0048386 5.149225e+01
Rio Blanco 168.0000 0.0252328 2.037551e+01
Tucker 168.0000 0.0242704 2.352308e+01
Hot Springs 166.0000 0.0347208 3.011858e+01
Garza 165.0000 0.0249471 7.632110e+01
Haakon 164.0000 0.0791124 4.347020e+01
Las Marias 162.0000 NA 6.999531e+01
Cochran 159.0000 0.0538071 4.378222e+01
Poquoson city 159.0000 0.0131753 4.707510e+01
Traverse 159.0000 0.0468060 2.734677e+01
Boise 158.0000 0.0229285 6.419753e+01
Hyde 157.5000 0.0464259 4.690000e+01
Tillamook 152.0000 0.0059487 3.558498e+01
Caledonia 151.0000 0.0048932 2.994902e+01
Lipscomb 151.0000 0.0430567 3.330000e+01
Mariposa 149.0000 0.0084443 5.535455e+01
Charles City 146.0000 0.0206040 5.445594e+01
Hodgeman 145.0000 0.0755602 2.987755e+01
Real 144.0000 0.0430108 8.149451e+01
Wallace 143.0000 0.0902778 5.189216e+01
Tyrrell 142.0000 0.0343992 7.128205e+01
Menifee 137.0000 0.0215918 3.574510e+01
Granite 136.0000 0.0423412 3.783951e+01
Schleicher 136.0000 0.0428887 4.760345e+01
Braxton 134.0000 0.0092650 2.143333e+01
Kimble 134.0000 0.0300921 1.987143e+01
Harmon 132.0000 0.0469250 4.732051e+01
Oliver 131.0000 0.0740950 2.440964e+01
Doddridge 130.0000 0.0155447 4.226515e+01
Wirt 129.0000 0.0221421 1.730800e+01
Divide 127.0000 0.0536091 1.946614e+01
Baca 126.0000 0.0345395 2.012749e+01
Daniels 126.0000 0.0705092 2.606061e+01
Issaquena 125.0000 0.0924556 7.375309e+01
Niobrara 125.0000 0.0500400 1.205882e+01
Ouray 124.0000 0.0266609 2.451639e+01
Hitchcock 121.0000 0.0422191 1.658257e+01
Kauai 120.0000 0.0017034 4.288302e+01
Donley 118.0000 0.0336566 4.946748e+01
Frontier 118.0000 0.0454021 1.736530e+01
Pleasants 118.0000 0.0155018 1.588095e+01
Falls Church city 117.0000 0.0086048 5.962128e+01
Carson 114.0000 0.0189149 2.428696e+01
Gosper 114.0000 0.0576631 2.945817e+01
Modoc 114.0000 0.0126204 3.160156e+01
Skamania 112.0000 0.0098975 3.846825e+01
Greeley 111.5000 0.0542444 2.006667e+01
Aleutians West Census Area 111.0000 0.0194260 7.241530e+01
McCone 111.0000 0.0661502 3.451825e+01
Vieques 111.0000 NA 6.213270e+01
Jewell 110.0000 0.0366300 1.506148e+01
Meagher 110.0000 0.0561224 2.199605e+01
Lake of the Woods 109.0000 0.0279416 3.328788e+01
Wheatland 109.0000 0.0516833 2.124107e+01
Harney 108.0000 0.0149709 1.647273e+01
King and Queen 106.0000 0.0148459 4.325403e+01
St. John 106.0000 NA 2.943388e+01
Osborne 104.0000 0.0277629 1.250204e+01
Saipan 104.0000 NA 6.643357e+01
Dillingham Census Area 102.0000 0.0204819 3.347594e+01
Pershing 101.0000 0.0150972 2.090000e+01
Ferry 100.0000 0.0130907 1.689764e+01
Rappahannock 100.0000 0.0134844 3.963900e+01
Maricao 99.0000 NA 5.376238e+01
Golden Valley 97.0000 0.0896126 2.263713e+01
Kinney 96.0000 0.0268306 3.446809e+01
Sully 96.0000 0.0659341 1.574153e+01
Gilpin 91.0000 0.0159425 1.794979e+01
Norton city 91.0000 0.0228758 2.366520e+01
Costilla 90.0000 0.0250696 2.392460e+01
Powder River 90.0000 0.0546117 2.992537e+01
Wibaux 89.0000 0.0778653 2.449650e+01
Glascock 86.0000 0.0281690 3.062085e+01
Upton 84.0000 0.0241727 2.241667e+01
Cimarron 82.0000 0.0361393 1.664317e+01
Garden 82.0000 0.0424870 1.765054e+01
Woodson 78.0000 0.0244821 1.590196e+01
Bristol Bay Borough 76.0000 0.0806794 5.815426e+01
Dundy 75.0000 0.0411410 1.866176e+01
Keweenaw 74.0000 0.0337130 1.306215e+01
Wallowa 72.0000 0.0105325 2.164113e+01
Dickens 69.0000 0.0308449 2.231667e+01
Cottle 68.0000 0.0435897 1.867873e+01
Judith Basin 66.0000 0.0333165 1.395556e+01
Shackelford 59.0000 0.0177550 1.954976e+01
Storey 59.0000 0.0149708 1.069000e+01
Baylor 57.0000 0.0156636 1.968132e+01
Piscataquis 57.0000 0.0033443 7.423581e+00
Camas 54.0000 0.0557851 1.331452e+01
Collingsworth 54.0000 0.0178100 1.316901e+01
Prince of Wales-Hyder Census Area 54.0000 0.0084719 1.624473e+01
Alpine 53.0000 0.0447635 3.654619e+00
De Baca 53.0000 0.0268083 9.941176e+00
Piute 47.0000 0.0252824 1.131280e+01
Grand Isle 46.0000 0.0066235 1.234025e+01
Hooker 46.0000 0.0687593 1.344872e+01
Rich 46.0000 0.0201401 1.441714e+01
Denali Borough 45.0000 0.0211765 1.332099e+01
Hayes 45.0000 0.0444225 2.401639e+01
Glasscock 44.0000 0.0351157 7.821101e+00
Harding 42.0000 0.0564080 7.028889e+00
Mora 42.0000 0.0091344 1.060544e+01
Aleutians East Borough 41.0000 0.0124280 9.179775e+00
Billings 41.0000 0.0438034 1.425749e+01
Briscoe 41.0000 0.0245215 1.183333e+01
Catron 41.0000 0.0115591 6.056680e+00
Sterling 41.0000 0.0332522 1.201770e+01
Taliaferro 41.0000 0.0215336 1.438605e+01
Wahkiakum 36.0000 0.0088867 5.754098e+00
Foard 35.0000 0.0265152 1.123810e+01
Treasure 35.0000 0.0413712 8.355828e+00
Irion 34.0000 0.0208461 8.686487e+00
Loup 32.0000 0.0590406 8.737374e+00
McMullen 30.0000 0.0447094 1.752448e+01
Stonewall 30.0000 0.0243309 1.288489e+01
Dolores 29.0000 0.0162102 2.914286e+00
Motley 26.0000 0.0254403 5.791489e+00
Culebra 25.0000 NA 1.527513e+01
Throckmorton 25.0000 0.0164474 9.000000e+00
Eureka 24.0000 0.0138728 8.000000e+00
Gilliam 24.0000 0.0125457 7.823529e+00
Keya Paha 24.0000 0.0326087 7.623762e+00
Petersburg Borough 23.0000 0.0071965 8.041322e+00
Wrangell City and Borough 21.0000 0.0087464 1.335754e+01
Slope 19.0000 0.0285714 5.824490e+00
Haines Borough 17.0000 0.0067247 8.640449e+00
Arthur 16.0000 0.0366133 3.575000e+00
Banner 16.0000 0.0201765 2.573034e+00
Kenedy 13.0000 0.0232975 6.279221e+00
Esmeralda 12.0000 0.0112254 6.238095e+00
Skagway Municipality 11.0000 0.0108481 6.367347e+00
Hinsdale 10.0000 0.0116822 2.248062e+00
Daggett 9.0000 0.0119840 7.058824e-01
Petroleum 8.0000 0.0179775 3.283333e+00
Borden 5.0000 0.0071633 1.611111e+00
Lake and Peninsula Borough 5.0000 0.0035436 3.434066e+00
Tinian 2.0000 NA 4.615385e-01
Loving 1.0000 0.0131579 0.000000e+00

Visualization 1 - relationships between total COVID-19 cases per capita of each state and other features

covid_data_group_by_sate <- covid_data %>%
  group_by(state) %>%
  summarize(
            num_deaths = max(num_deaths), 
            percent_smokers = mean(percent_smokers, na.rm=TRUE), 
            percent_vaccinated = max(percent_vaccinated), 
            income_ratio = mean(income_ratio, na.rm=TRUE), 
            population_density_per_sqmi = mean(population_density_per_sqmi, 
                                               na.rm=TRUE), 
            percent_fair_or_poor_health = mean(percent_fair_or_poor_health, 
                                               na.rm=TRUE), 
            percent_unemployed_CHR = mean(percent_unemployed_CHR, na.rm=TRUE), 
            violent_crime_rate = mean(violent_crime_rate, na.rm=TRUE), 
            chlamydia_rate = mean(chlamydia_rate, na.rm=TRUE), 
            teen_birth_rate = mean(teen_birth_rate, na.rm=TRUE)
            ) %>%
  merge(covid_prevalence_table_state, by="state") %>%
  arrange(desc(total_cases)) 
par(mfrow=c(3, 4))

covid_data_group_by_sate_long <- covid_data_group_by_sate %>%
    select_if(is.numeric) %>%
    pivot_longer(-total_cases_per_capita) 

case_per_capita_plot <- covid_data_group_by_sate_long %>%
  ggplot(aes(x=value, y=total_cases_per_capita)) + 
  geom_point() +
  facet_wrap(~name, scales='free') +
  theme(strip.text = element_text(size=7),
        axis.text.x = element_text(size=7), 
        axis.text.y = element_text(size=7)) +
  labs(title="Plots of relationships between total COVID-19 cases per capita and other features",
       x ="", 
       y = "COVID-19 cases per capita")

fig_case_per_capita_plot <- ggplotly(case_per_capita_plot)
fig_case_per_capita_plot

Visualization 2 - relationships between average COVID-19 cases growth rate for each state and other features

par(mfrow=c(3, 4))

covid_data_group_by_sate_long <- covid_data_group_by_sate %>%
    select_if(is.numeric) %>%
    pivot_longer(-mean_cases_growth_rate) 

covid_growth_rate_plot <- covid_data_group_by_sate_long %>%
  ggplot(aes(x=value, y=mean_cases_growth_rate)) + 
  geom_point() +
  facet_wrap(~name, scales='free') +
  theme(strip.text = element_text(size=7),
        axis.text.x = element_text(size=7), 
        axis.text.y = element_text(size=7)) +
  labs(title="Plots of relationships between average COVID-19 growth rate and other features",
       x ="", 
       y = "COVID-19 growth rate")

fig_covid_growth_rate_plot <- ggplotly(covid_growth_rate_plot)
fig_covid_growth_rate_plot

Visualization 3 - distributions of numeric features

par(mfrow=c(3, 4))

covid_data_group_by_sate_long <- covid_data_group_by_sate %>%
    select_if(is.numeric) %>%
    pivot_longer(everything()) 

covid_data_group_by_sate_long %>%
  ggplot(aes(x=value)) + 
  geom_density(fill='grey') +
  facet_wrap(~name, scales='free') + 
  theme(strip.text = element_text(size=7),
        axis.text.x = element_text(size=7), 
        axis.text.y = element_text(size=7)) +
  labs(title="Density plots of numeric feature",
       x ="", 
       y = "Density")